diff --git a/.eslintignore b/.eslintignore
deleted file mode 100644
index 47cc3eea2..000000000
--- a/.eslintignore
+++ /dev/null
@@ -1 +0,0 @@
-/my-website
diff --git a/.eslintrc.json b/.eslintrc.json
deleted file mode 100644
index 94f39f47a..000000000
--- a/.eslintrc.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "env": {
-    "browser": true,
-    "es2021": true
-  },
-  "extends": [
-    "eslint:recommended",
-    "plugin:react/recommended",
-    "plugin:@typescript-eslint/recommended",
-    "prettier"
-  ],
-  "overrides": [],
-  "parser": "@typescript-eslint/parser",
-  "parserOptions": {
-    "ecmaVersion": "latest",
-    "sourceType": "module"
-  },
-  "plugins": ["react", "@typescript-eslint"],
-  "rules": {}
-}
diff --git a/.github/actions/build/action.yml b/.github/actions/build/action.yml
deleted file mode 100644
index 839abb88a..000000000
--- a/.github/actions/build/action.yml
+++ /dev/null
@@ -1,16 +0,0 @@
-name: Build
-inputs:
-  base-url:
-    required: true
-
-runs:
-  using: composite
-  steps:
-    - name: Install Node Packages
-      uses: ./.github/actions/install-node-packages
-
-    - name: Build
-      run: npm run build
-      env:
-        BASE_URL: ${{ inputs.base-url }}
-      shell: bash
diff --git a/.github/actions/execute-notebooks/action.yml b/.github/actions/execute-notebooks/action.yml
deleted file mode 100644
index 392301dc6..000000000
--- a/.github/actions/execute-notebooks/action.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-name: Execute Notebooks
-
-runs:
-  using: composite
-  steps:
-    - name: Install Python Modules
-      uses: ./.github/actions/install-python-modules
-
-    - name: Execute Notebooks
-      run: npm run execute_notebooks
-      shell: bash
diff --git a/.github/actions/install-node-packages/action.yml b/.github/actions/install-node-packages/action.yml
deleted file mode 100644
index 5df60011a..000000000
--- a/.github/actions/install-node-packages/action.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-name: Install Node Packages
-
-runs:
-  using: composite
-  steps:
-    - name: Setup Node.js
-      uses: actions/setup-node@v3
-      with:
-        node-version: latest
-        cache: npm
-
-    - name: Install Node Packages
-      run: npm ci
-      shell: bash
diff --git a/.github/actions/install-python-modules/action.yml b/.github/actions/install-python-modules/action.yml
deleted file mode 100644
index 0d2d5f392..000000000
--- a/.github/actions/install-python-modules/action.yml
+++ /dev/null
@@ -1,33 +0,0 @@
-name: Install Python Modules
-
-runs:
-  using: composite
-  steps:
-    - name: Setup Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: "3.10"
-
-    - name: Cache Poetry
-      uses: actions/cache@v3
-      id: poetry_cache_id
-      with:
-        path: ~/.cache/pypoetry
-        key: poetry-cache-${{ runner.os }}-${{ env.PYTHON_VERSION }}-${{ env.POETRY_VERSION }}
-
-    - name: Setup Poetry
-      if: steps.poetry_cache_id.outputs.cache-hit != 'true'
-      run: curl -sSL https://install.python-poetry.org | python3 -
-      shell: bash
-
-    - name: Cache Poetry Packages
-      uses: actions/cache@v3
-      id: poetry_packages_cache_id
-      with:
-        path: ~/.local
-        key: poetry-packages-cache-${{ runner.os }}-${{ env.PYTHON_VERSION }}-${{ hashFiles('**/poetry.lock') }}
-
-    - name: Install Poetry Packages
-      if: steps.poetry_packages_cache_id.outputs.cache-hit != 'true'
-      run: poetry install --no-root
-      shell: bash
diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
deleted file mode 100644
index 40af771f5..000000000
--- a/.github/workflows/build-test.yml
+++ /dev/null
@@ -1,17 +0,0 @@
-name: Build Test
-
-on:
-  pull_request:
-
-jobs:
-  build-test:
-    name: Build Test
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout Code
-        uses: actions/checkout@v3
-
-      - name: Build
-        uses: ./.github/actions/build
-        with:
-          base-url: /
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 000000000..c50c400d6
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,126 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+          cache: npm
+
+      - name: Install Packages
+        run: npm ci
+        shell: bash
+
+      - name: Build
+        run: npm run build
+        shell: bash
+
+  prettier:
+    name: Prettier
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+          cache: npm
+
+      - name: Install Packages
+        run: npm ci
+        shell: bash
+
+      - name: Format
+        run: npx prettier --check .
+        shell: bash
+
+  black:
+    name: Black
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Poetry
+        run: pipx install poetry==2.0.0
+        shell: bash
+
+      - name: Install Poetry Packages
+        run: poetry install --no-root
+        shell: bash
+
+      - name: Run Black
+        run: poetry run black --check .
+
+  notebooks:
+    name: Notebooks
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Poetry
+        run: pipx install poetry==2.0.0
+        shell: bash
+
+      - name: Install Poetry Packages
+        run: poetry install --no-root
+        shell: bash
+
+      - name: Execute Notebooks
+        run: |
+          poetry run jupyter nbconvert --inplace --to notebook --execute --allow-errors static/**/*.ipynb
+          poetry run databooks meta --rm-outs --rm-exec --yes .
+          git diff --exit-code
+        shell: bash
+
+  isort:
+    name: isort
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Poetry
+        run: pipx install poetry==2.0.0
+        shell: bash
+
+      - name: Install Poetry Packages
+        run: poetry install --no-root
+        shell: bash
+
+      - name: Run nqQA isort
+        run: poetry run nbqa isort --nbqa-diff .
+
+  pyupgrade:
+    name: pyupgrade
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v5
+
+      - name: Setup Poetry
+        run: pipx install poetry==2.0.0
+        shell: bash
+
+      - name: Install Poetry Packages
+        run: poetry install --no-root
+        shell: bash
+
+      - name: Run nqQA pyupgrade
+        run: poetry run nbqa pyupgrade --nbqa-diff .
diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index cda5f0dd6..59c226b65 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -1,8 +1,9 @@
-name: Build and Deploy
+name: Deploy
 
 on:
   push:
-    branches: [main, master]
+    branches:
+      - main
 
 permissions:
   contents: read
@@ -19,20 +20,26 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout Code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v5
         with:
           fetch-depth: 0
 
-      - name: Execute Notebooks
-        uses: ./.github/actions/execute-notebooks
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: .nvmrc
+          cache: npm
+
+      - name: Install Packages
+        run: npm ci
+        shell: bash
 
       - name: Build
-        uses: ./.github/actions/build
-        with:
-          base-url: /
+        run: npm run build
+        shell: bash
 
       - name: Upload artifact
-        uses: actions/upload-pages-artifact@v1
+        uses: actions/upload-pages-artifact@v4
         with:
           path: build
 
@@ -45,4 +52,4 @@ jobs:
     steps:
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v2
+        uses: actions/deploy-pages@v4
diff --git a/.github/workflows/formatter.yml b/.github/workflows/formatter.yml
deleted file mode 100644
index 10044883f..000000000
--- a/.github/workflows/formatter.yml
+++ /dev/null
@@ -1,69 +0,0 @@
-name: Formatter
-
-on:
-  pull_request:
-
-jobs:
-  check-changes:
-    name: Check Changes
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v3
-
-      - name: Check Changes
-        uses: dorny/paths-filter@v2
-        id: changes
-        with:
-          filters: |
-            python-files:
-              - '**.py,**.pyi,**.ipynb'
-
-  formatter:
-    name: Format
-    needs: check-changes
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout Code
-        uses: actions/checkout@v3
-
-      - name: Install Node Packages
-        uses: ./.github/actions/install-node-packages
-
-      - name: Install Python Modules
-        uses: ./.github/actions/install-python-modules
-
-      - name: Run Prettier
-        run: npx prettier --write .
-
-      - name: Run Databooks
-        if: needs.changes.outputs.python-files == 'true'
-        run: poetry run databooks meta --rm-outs --rm-exec --yes .
-
-      - name: Run nqQA isort
-        if: needs.changes.outputs.python-files == 'true'
-        run: poetry run nbqa isort .
-
-      - name: Run nqQA pyupgrade
-        if: needs.changes.outputs.python-files == 'true'
-        run: poetry run nbqa pyupgrade .
-
-      - name: Run Black
-        if: needs.changes.outputs.python-files == 'true'
-        run: poetry run black .
-
-      - name: Cache pre-commit
-        uses: actions/cache@v3
-        id: precommit_cache_id
-        with:
-          path: ~/.cache/pre-commit
-          key: pre-commit-cache-${{ runner.os }}-${{ env.PYTHON_VERSION }}-${{ hashFiles('.pre-commit-config.yaml') }}
-
-      - name: Run pre-commit
-        if: steps.precommit_cache_id.outputs.cache-hit != 'true'
-        run: poetry run pre-commit run --all-files
-
-      - name: Commit
-        uses: stefanzweifel/git-auto-commit-action@v4
-        with:
-          commit_message: Formatted!
diff --git a/.github/workflows/linter.yml b/.github/workflows/linter.yml
deleted file mode 100644
index 5612dba94..000000000
--- a/.github/workflows/linter.yml
+++ /dev/null
@@ -1,39 +0,0 @@
-name: Linter
-
-on:
-  pull_request:
-
-jobs:
-  check-changes:
-    name: Check Changes
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout Code
-        uses: actions/checkout@v3
-
-      - name: Check Changes
-        uses: dorny/paths-filter@v2
-        id: changes
-        with:
-          filters: |
-            eslint:
-              - '**.js,**.jsx,**.ts,**.tsx'
-            stylelint:
-              - '**.css'
-
-  eslint:
-    name: ESLint
-    needs: check-changes
-    if: needs.changes.outputs.eslint == 'true'
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout Code
-        uses: actions/checkout@v3
-        with:
-          ref: ${{ github.head_ref }}
-
-      - name: Install Node Packages
-        uses: ./.github/actions/install-node-packages
-
-      - name: Run ESLint
-        run: npx eslint . --ext .js,.jsx,.ts,.tsx
diff --git a/.github/workflows/notebook-execution-test.yml b/.github/workflows/notebook-execution-test.yml
deleted file mode 100644
index a8d26b5e6..000000000
--- a/.github/workflows/notebook-execution-test.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-name: Notebook Execution Test
-
-on:
-  pull_request:
-
-jobs:
-  notebook-execution-test:
-    name: Notebook Execution Test
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout Code
-        uses: actions/checkout@v3
-
-      - name: Execute Notebooks
-        uses: ./.github/actions/execute-notebooks
diff --git a/.nvmrc b/.nvmrc
new file mode 100644
index 000000000..2bd5a0a98
--- /dev/null
+++ b/.nvmrc
@@ -0,0 +1 @@
+22
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
deleted file mode 100644
index 99e25a617..000000000
--- a/.pre-commit-config.yaml
+++ /dev/null
@@ -1,38 +0,0 @@
----
-# See https://pre-commit.com for more information
-# See https://pre-commit.com/hooks.html for more hooks
-exclude: my-website/
-repos:
-  - repo: https://github.com/datarootsio/databooks
-    rev: 1.2.3
-    hooks:
-      - id: databooks-meta
-  - repo: https://github.com/psf/black
-    rev: 22.10.0
-    hooks:
-      - id: black
-      - id: black-jupyter
-        exclude: .*sum_1to100.ipynb
-  - repo: https://github.com/pre-commit/mirrors-eslint
-    rev: v8.26.0
-    hooks:
-      - id: eslint
-  - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
-    hooks:
-      - id: flake8
-  - repo: https://github.com/pre-commit/mirrors-autopep8
-    rev: v1.7.0
-    hooks:
-      - id: autopep8
-  - repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
-    hooks:
-      - id: isort
-  - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.5.3
-    hooks:
-      - id: nbqa-check-ast
-        exclude: .*indent.ipynb
-      - id: nbqa-isort
-      - id: nbqa-pyupgrade
diff --git a/LICENSE b/LICENSE
index cca156390..ef2679d77 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2022 watahiki
+Copyright (c) 2025 WATAHIKI Yuto
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/Makefile b/Makefile
new file mode 100644
index 000000000..16430ff96
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,7 @@
+format:
+	npx prettier --write .
+	poetry run jupyter nbconvert --inplace --to notebook --execute --allow-errors static/**/*.ipynb
+	poetry run databooks meta --rm-outs --rm-exec --yes .
+	poetry run nbqa isort .
+	poetry run nbqa pyupgrade .
+	poetry run black .
diff --git a/README-ja.md b/README-ja.md
deleted file mode 100644
index e88d7efe7..000000000
--- a/README-ja.md
+++ /dev/null
@@ -1,51 +0,0 @@
-# Introduction to Algorithms
-
-[![MDX](https://img.shields.io/badge/MDX-1B1F24.svg?logo=mdx)](https://mdxjs.com/)
-[![Build and Deploy](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml/badge.svg)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml)
-[![Release version badge](https://img.shields.io/github/v/release/sikepuri-algorithm/sikepuri-algorithm.github.io.svg?logo=github)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/releases)
-[![license](https://img.shields.io/badge/license-MIT-informational.svg)](LICENSE)
-![PRs](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)
-
-<div style="text-align: center">
-    <img src="./static/img/logo-black.svg" alt="logo" height="200px" >
-</div>
-
-[English README is here.](./README.md)
-
-これは、アルゴリズム入門のシケプリです。[こちら](https://sikepuri-algorithm.github.io/)から見ることができます。
-
-[Docusaurus](https://docusaurus.io/) を使って作っています。
-
-## 環境構築
-
-Node.js がインストールされていることを前提とします。
-
-次のコマンドで必要なパッケージをインストールできます。
-
-```shell
-npm ci
-```
-
-以下は、コミット時に自動で Formatter や Linter を実行させるためのスクリプトです。実行しなくて構いません。
-
-```shell
-# Poetry のインストール
-curl -sSL https://install.python-poetry.org | python3 -
-
-# Poetry のパッケージのインストール
-poetry install
-# pre-commit のパッケージのインストール
-poetry run pre-commit install
-```
-
-## 開発
-
-次を実行すると、ローカルサーバーが立ち上がり、プレビューが表示されます。
-
-```shell
-npm start
-```
-
-## コントリビューション
-
-誤植などがありましたら、Issue や PR などで気軽に教えてください。
diff --git a/README.md b/README.md
index 96649a6fa..9a1cf18e7 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,8 @@
 # Introduction to Algorithms
 
 [![MDX](https://img.shields.io/badge/MDX-1B1F24.svg?logo=mdx)](https://mdxjs.com/)
-[![Build and Deploy](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml/badge.svg)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml)
+[![Deploy](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml/badge.svg)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/deploy.yml)
+[![CI](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/ci.yml/badge.svg)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/actions/workflows/ci.yml)
 [![Release version badge](https://img.shields.io/github/v/release/sikepuri-algorithm/sikepuri-algorithm.github.io.svg?logo=github)](https://github.com/sikepuri-algorithm/sikepuri-algorithm.github.io/releases)
 [![license](https://img.shields.io/badge/license-MIT-informational.svg)](LICENSE)
 ![PRs](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)
@@ -10,38 +11,41 @@
     <img src="./static/img/logo-black.svg" alt="logo" height="200px" >
 </div>
 
-[日本語版 README はこちら](./README-ja.md)
+これは、アルゴリズム入門のシケプリです。[こちら](https://sikepuri-algorithm.github.io/)から見ることができます。
 
-This is a document that summarizes the Introduction to Algorithms class. To see the content, visit [here](https://sikepuri-algorithm.github.io/).
+[Docusaurus](https://docusaurus.io/) を使って作っています。
 
-This site is built using [Docusaurus](https://docusaurus.io/), a modern static site generator.
+## 環境構築
 
-## Installation
+Node.js がインストールされていることを前提とします。
+
+次のコマンドで必要なパッケージをインストールできます。
 
 ```shell
 npm ci
 ```
 
-To run a formatter or linter before committing, run the script below. (You don't have to run these scripts.)
+以下は、Formatter を実行させるためのスクリプトです。実行しなくて構いません。
 
 ```shell
-# Install Poetry
+# Poetry のインストール
 curl -sSL https://install.python-poetry.org | python3 -
 
-# Install Poetry packages
+# Poetry のパッケージのインストール
 poetry install
-# Install pre-commit packages
-poetry run pre-commit install
+
+# フォーマットの実行
+make format
 ```
 
-## Local Development
+## 開発
 
-This command starts a local development server and opens up a browser window.
+次を実行すると、ローカルサーバーが立ち上がり、プレビューが表示されます。
 
 ```shell
 npm start
 ```
 
-## Contributions
+## コントリビューション
 
-Issue or PR is always welcome.
+誤植などがありましたら、Issue や PR などで気軽に教えてください。
diff --git a/docusaurus.config.js b/docusaurus.config.js
index 4a095cb2b..a7b993bf3 100644
--- a/docusaurus.config.js
+++ b/docusaurus.config.js
@@ -13,7 +13,7 @@ const config = {
   title: "アルゴリズム入門",
   // tagline: '',
   url: "https://sikepuri-algorithm.github.io",
-  baseUrl: process.env.NODE_ENV === "development" ? "/" : process.env.BASE_URL,
+  baseUrl: "/",
   onBrokenLinks: "throw",
   onBrokenMarkdownLinks: "warn",
   favicon: "img/favicon.ico",
diff --git a/package-lock.json b/package-lock.json
index 60f630461..3fd7f1af0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -33,15 +33,7 @@
       "devDependencies": {
         "@docusaurus/module-type-aliases": "^2.3.1",
         "@tsconfig/docusaurus": "^1.0.5",
-        "@typescript-eslint/eslint-plugin": "^5.51.0",
-        "@typescript-eslint/parser": "^5.51.0",
-        "eslint": "^8.33.0",
-        "eslint-config-prettier": "^8.6.0",
-        "eslint-plugin-react": "^7.32.2",
         "prettier": "^2.8.3",
-        "stylelint": "^14.16.1",
-        "stylelint-config-prettier": "^9.0.4",
-        "stylelint-config-standard": "^29.0.0",
         "typescript": "^4.9.5"
       },
       "engines": {
@@ -1992,23 +1984,6 @@
         "node": ">=0.1.90"
       }
     },
-    "node_modules/@csstools/selector-specificity": {
-      "version": "2.0.2",
-      "resolved": "https://registry.npmjs.org/@csstools/selector-specificity/-/selector-specificity-2.0.2.tgz",
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-      "integrity": "sha512-9YQSrJq4NvvRuTbzDsWX3rrFOzOlYBmZP+o513BJN/yfEmGSr0AxdvrWs0P/ilSpVV/wisamAHu5XSk8Rcf4CQ==",
-      "dev": true,
-      "requires": {}
-    },
-    "stylelint-config-standard": {
-      "version": "29.0.0",
-      "resolved": "https://registry.npmjs.org/stylelint-config-standard/-/stylelint-config-standard-29.0.0.tgz",
-      "integrity": "sha512-uy8tZLbfq6ZrXy4JKu3W+7lYLgRQBxYTUUB88vPgQ+ZzAxdrvcaSUW9hOMNLYBnwH+9Kkj19M2DHdZ4gKwI7tg==",
-      "dev": true,
-      "requires": {
-        "stylelint-config-recommended": "^9.0.0"
-      }
-    },
     "stylis": {
       "version": "4.1.3",
       "resolved": "https://registry.npmjs.org/stylis/-/stylis-4.1.3.tgz",
@@ -27295,16 +24788,6 @@
         "has-flag": "^4.0.0"
       }
     },
-    "supports-hyperlinks": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/supports-hyperlinks/-/supports-hyperlinks-2.3.0.tgz",
-      "integrity": "sha512-RpsAZlpWcDwOPQA22aCH4J0t7L8JmAvsCxfOSEwm7cQs3LshN36QaTkwd70DnBOXDWGssw2eUoc8CaRWT0XunA==",
-      "dev": true,
-      "requires": {
-        "has-flag": "^4.0.0",
-        "supports-color": "^7.0.0"
-      }
-    },
     "supports-preserve-symlinks-flag": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz",
@@ -27315,12 +24798,6 @@
       "resolved": "https://registry.npmjs.org/svg-parser/-/svg-parser-2.0.4.tgz",
       "integrity": "sha512-e4hG1hRwoOdRb37cIMSgzNsxyzKfayW6VOflrwvR+/bzrkyxY/31WkbgnQpgtrNp1SdpJvpUAGTa/ZoiPNDuRQ=="
     },
-    "svg-tags": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/svg-tags/-/svg-tags-1.0.0.tgz",
-      "integrity": "sha512-ovssysQTa+luh7A5Weu3Rta6FJlFBBbInjOh722LIt6klpU2/HtdUbszju/G4devcvk8PGt7FCLv5wftu3THUA==",
-      "dev": true
-    },
     "svgo": {
       "version": "2.8.0",
       "resolved": "https://registry.npmjs.org/svgo/-/svgo-2.8.0.tgz",
@@ -27387,56 +24864,6 @@
         }
       }
     },
-    "table": {
-      "version": "6.8.1",
-      "resolved": "https://registry.npmjs.org/table/-/table-6.8.1.tgz",
-      "integrity": "sha512-Y4X9zqrCftUhMeH2EptSSERdVKt/nEdijTOacGD/97EKjhQ/Qs8RTlEGABSJNNN8lac9kheH+af7yAkEWlgneA==",
-      "dev": true,
-      "requires": {
-        "ajv": "^8.0.1",
-        "lodash.truncate": "^4.4.2",
-        "slice-ansi": "^4.0.0",
-        "string-width": "^4.2.3",
-        "strip-ansi": "^6.0.1"
-      },
-      "dependencies": {
-        "ajv": {
-          "version": "8.11.2",
-          "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.11.2.tgz",
-          "integrity": "sha512-E4bfmKAhGiSTvMfL1Myyycaub+cUEU2/IvpylXkUu7CHBkBj1f/ikdzbD7YQ6FKUbixDxeYvB/xY4fvyroDlQg==",
-          "dev": true,
-          "requires": {
-            "fast-deep-equal": "^3.1.1",
-            "json-schema-traverse": "^1.0.0",
-            "require-from-string": "^2.0.2",
-            "uri-js": "^4.2.2"
-          }
-        },
-        "emoji-regex": {
-          "version": "8.0.0",
-          "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-          "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
-          "dev": true
-        },
-        "json-schema-traverse": {
-          "version": "1.0.0",
-          "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
-          "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
-          "dev": true
-        },
-        "string-width": {
-          "version": "4.2.3",
-          "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-          "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-          "dev": true,
-          "requires": {
-            "emoji-regex": "^8.0.0",
-            "is-fullwidth-code-point": "^3.0.0",
-            "strip-ansi": "^6.0.1"
-          }
-        }
-      }
-    },
     "tapable": {
       "version": "2.2.1",
       "resolved": "https://registry.npmjs.org/tapable/-/tapable-2.2.1.tgz",
@@ -27560,12 +24987,6 @@
       "resolved": "https://registry.npmjs.org/trim/-/trim-0.0.1.tgz",
       "integrity": "sha512-YzQV+TZg4AxpKxaTHK3c3D+kRDCGVEE7LemdlQZoQXn0iennk10RsIoY6ikzAqJTc9Xjl9C1/waHom/J86ziAQ=="
     },
-    "trim-newlines": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/trim-newlines/-/trim-newlines-3.0.1.tgz",
-      "integrity": "sha512-c1PTsA3tYrIsLGkJkzHF+w9F2EyxfXGo4UyJc4pFL++FMjnq0HJS69T3M7d//gKrFKwy429bouPescbjecU+Zw==",
-      "dev": true
-    },
     "trim-trailing-lines": {
       "version": "1.1.4",
       "resolved": "https://registry.npmjs.org/trim-trailing-lines/-/trim-trailing-lines-1.1.4.tgz",
@@ -27581,28 +25002,12 @@
       "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.4.0.tgz",
       "integrity": "sha512-d6xOpEDfsi2CZVlPQzGeux8XMwLT9hssAsaPYExaQMuYskwb+x1x7J371tWlbBdWHroy99KnVB6qIkUbs5X3UQ=="
     },
-    "tsutils": {
-      "version": "3.21.0",
-      "resolved": "https://registry.npmjs.org/tsutils/-/tsutils-3.21.0.tgz",
-      "integrity": "sha512-mHKK3iUXL+3UF6xL5k0PEhKRUBKPBCv/+RkEOpjRWxxx27KKRBmmA60A9pgOUvMi8GKhRMPEmjBRPzs2W7O1OA==",
-      "dev": true,
-      "requires": {
-        "tslib": "^1.8.1"
-      },
-      "dependencies": {
-        "tslib": {
-          "version": "1.14.1",
-          "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz",
-          "integrity": "sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg==",
-          "dev": true
-        }
-      }
-    },
     "type-check": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
       "integrity": "sha512-XleUoc9uwGXqjWwXaUTZAmzMcFZ5858QA2vvx1Ur5xIcixXIP+8LnFDgRplU30us6teqdlskFfu+ae4K79Ooew==",
-      "devOptional": true,
+      "optional": true,
+      "peer": true,
       "requires": {
         "prelude-ls": "^1.2.1"
       }
@@ -27659,18 +25064,6 @@
       "resolved": "https://registry.npmjs.org/uc.micro/-/uc.micro-1.0.6.tgz",
       "integrity": "sha512-8Y75pvTYkLJW2hWQHXxoqRgV7qb9B+9vFEtidML+7koHUFapnVJAZ6cKs+Qjz5Aw3aZWHMC6u0wJE3At+nSGwA=="
     },
-    "unbox-primitive": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/unbox-primitive/-/unbox-primitive-1.0.2.tgz",
-      "integrity": "sha512-61pPlCD9h51VoreyJ0BReideM3MDKMKnh6+V9L08331ipq6Q8OFXZYiqP6n/tbHx4s5I9uRhcye6BrbkizkBDw==",
-      "dev": true,
-      "requires": {
-        "call-bind": "^1.0.2",
-        "has-bigints": "^1.0.2",
-        "has-symbols": "^1.0.3",
-        "which-boxed-primitive": "^1.0.2"
-      }
-    },
     "unescape": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/unescape/-/unescape-1.0.1.tgz",
@@ -28013,22 +25406,6 @@
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
       "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg=="
     },
-    "v8-compile-cache": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/v8-compile-cache/-/v8-compile-cache-2.3.0.tgz",
-      "integrity": "sha512-l8lCEmLcLYZh4nbunNZvQCJc5pv7+RCwa8q/LdUx8u7lsWvPDKmpodJAJNwkAhJC//dFY48KuIEmjtd4RViDrA==",
-      "dev": true
-    },
-    "validate-npm-package-license": {
-      "version": "3.0.4",
-      "resolved": "https://registry.npmjs.org/validate-npm-package-license/-/validate-npm-package-license-3.0.4.tgz",
-      "integrity": "sha512-DpKm2Ui/xN7/HQKCtpZxoRWBhZ9Z0kqtygG8XCgNQ8ZlDnxuQmWhj566j8fN4Cu3/JmbhsDo7fcAJq4s9h27Ew==",
-      "dev": true,
-      "requires": {
-        "spdx-correct": "^3.0.0",
-        "spdx-expression-parse": "^3.0.0"
-      }
-    },
     "value-equal": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/value-equal/-/value-equal-1.0.1.tgz",
@@ -28390,19 +25767,6 @@
         "isexe": "^2.0.0"
       }
     },
-    "which-boxed-primitive": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/which-boxed-primitive/-/which-boxed-primitive-1.0.2.tgz",
-      "integrity": "sha512-bwZdv0AKLpplFY2KZRX6TvyuN7ojjr7lwkg6ml0roIy9YeuSr7JS372qlNW18UQYzgYK9ziGcerWqZOmEn9VNg==",
-      "dev": true,
-      "requires": {
-        "is-bigint": "^1.0.1",
-        "is-boolean-object": "^1.1.0",
-        "is-number-object": "^1.0.4",
-        "is-string": "^1.0.5",
-        "is-symbol": "^1.0.3"
-      }
-    },
     "widest-line": {
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/widest-line/-/widest-line-4.0.1.tgz",
@@ -28420,7 +25784,8 @@
       "version": "1.2.3",
       "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
       "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
-      "devOptional": true
+      "optional": true,
+      "peer": true
     },
     "wrap-ansi": {
       "version": "8.0.1",
@@ -28502,12 +25867,6 @@
       "resolved": "https://registry.npmjs.org/yaml/-/yaml-1.10.2.tgz",
       "integrity": "sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg=="
     },
-    "yargs-parser": {
-      "version": "20.2.9",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
-      "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
-      "dev": true
-    },
     "yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
diff --git a/package.json b/package.json
index 9576375d3..f039e9af2 100644
--- a/package.json
+++ b/package.json
@@ -12,8 +12,7 @@
     "serve": "docusaurus serve",
     "write-translations": "docusaurus write-translations",
     "write-heading-ids": "docusaurus write-heading-ids",
-    "typecheck": "tsc",
-    "execute_notebooks": "poetry run jupyter nbconvert --inplace --to notebook --execute --allow-errors static/**/*.ipynb"
+    "typecheck": "tsc"
   },
   "dependencies": {
     "@docusaurus/core": "^2.3.1",
@@ -41,15 +40,7 @@
   "devDependencies": {
     "@docusaurus/module-type-aliases": "^2.3.1",
     "@tsconfig/docusaurus": "^1.0.5",
-    "@typescript-eslint/eslint-plugin": "^5.51.0",
-    "@typescript-eslint/parser": "^5.51.0",
-    "eslint": "^8.33.0",
-    "eslint-config-prettier": "^8.6.0",
-    "eslint-plugin-react": "^7.32.2",
     "prettier": "^2.8.3",
-    "stylelint": "^14.16.1",
-    "stylelint-config-prettier": "^9.0.4",
-    "stylelint-config-standard": "^29.0.0",
     "typescript": "^4.9.5"
   },
   "browserslist": {
diff --git a/poetry.lock b/poetry.lock
index cdbfd8b94..66d551b81 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,118 +1,134 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
 
 [[package]]
 name = "appnope"
-version = "0.1.3"
+version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
+groups = ["main"]
+markers = "platform_system == \"Darwin\""
 files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
 [[package]]
 name = "asttokens"
-version = "2.2.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "asttokens-2.2.1-py2.py3-none-any.whl", hash = "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"},
-    {file = "asttokens-2.2.1.tar.gz", hash = "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = "*"
-
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "attrs-22.2.0-py3-none-any.whl", hash = "sha256:29e95c7f6778868dbd49170f98f8818f78f3dc5e0e37c0b1f474e3561b240836"},
-    {file = "attrs-22.2.0.tar.gz", hash = "sha256:c9227bfc2f01993c03f68db37d1d15c9690188323c067c641f1a35ca58185f99"},
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
-tests = ["attrs[tests-no-zope]", "zope.interface"]
-tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-category = "main"
+name = "autopep8"
+version = "2.3.2"
+description = "A tool that automatically formats Python code to conform to the PEP 8 style guide"
 optional = false
-python-versions = "*"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
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 lxml = ["lxml"]
 
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 pathspec = ">=0.9.0"
 platformdirs = ">=2"
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 webencodings = "*"
 
 [package.extras]
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-pycparser = "*"
-
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-description = "Validate configuration and produce human readable error messages."
-category = "dev"
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 name = "click"
-version = "8.1.3"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
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 files = [
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 ]
 
 [package.dependencies]
@@ -258,29 +283,27 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
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 files = [
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 ]
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 name = "comm"
-version = "0.1.2"
+version = "0.2.3"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 ]
 
-[package.dependencies]
-traitlets = ">=5.3"
-
 [package.extras]
 test = ["pytest"]
 
@@ -288,9 +311,9 @@ test = ["pytest"]
 name = "commonmark"
 version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
-category = "dev"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
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@@ -301,19 +324,19 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "databooks"
-version = "1.3.7"
+version = "1.3.10"
 description = "A CLI tool to resolve git conflicts and remove metadata in notebooks."
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["dev"]
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-pydantic = ">=1.8.2,<2.0.0"
+pydantic = ">=2.3,<3.0"
 rich = ">=12.6.0,<13.0.0"
 tomli = ">=2.0.1,<3.0.0"
 typer = ">=0.4.0,<1.0.0"
@@ -321,123 +344,108 @@ typing-extensions = ">=4.0.1,<5.0.0"
 
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 name = "debugpy"
-version = "1.6.6"
+version = "1.8.17"
 description = "An implementation of the Debug Adapter Protocol for Python"
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+    {file = "debugpy-1.8.17-py2.py3-none-any.whl", hash = "sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef"},
+    {file = "debugpy-1.8.17.tar.gz", hash = "sha256:fd723b47a8c08892b1a16b2c6239a8b96637c62a59b94bb5dab4bac592a58a8e"},
 ]
 
 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
-    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+    {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
+    {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
 ]
 
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
 ]
 
-[[package]]
-name = "distlib"
-version = "0.3.6"
-description = "Distribution utilities"
-category = "dev"
-optional = false
-python-versions = "*"
-files = [
-    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
-    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
-]
-
 [[package]]
 name = "executing"
-version = "1.2.0"
+version = "2.2.1"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "executing-1.2.0-py2.py3-none-any.whl", hash = "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc"},
-    {file = "executing-1.2.0.tar.gz", hash = "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"},
+    {file = "executing-2.2.1-py2.py3-none-any.whl", hash = "sha256:760643d3452b4d777d295bb167ccc74c64a81df23fb5e08eff250c425a4b2017"},
+    {file = "executing-2.2.1.tar.gz", hash = "sha256:3632cc370565f6648cc328b32435bd120a1e4ebb20c77e3fdde9a13cd1e533c4"},
 ]
 
 [package.extras]
-tests = ["asttokens", "littleutils", "pytest", "rich"]
+tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipython", "littleutils", "pytest", "rich ; python_version >= \"3.11\""]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.16.2"
+version = "2.21.2"
 description = "Fastest Python implementation of JSON schema"
-category = "main"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
-    {file = "fastjsonschema-2.16.2-py3-none-any.whl", hash = "sha256:21f918e8d9a1a4ba9c22e09574ba72267a6762d47822db9add95f6454e51cc1c"},
-    {file = "fastjsonschema-2.16.2.tar.gz", hash = "sha256:01e366f25d9047816fe3d288cbfc3e10541daf0af2044763f3d0ade42476da18"},
+    {file = "fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"},
+    {file = "fastjsonschema-2.21.2.tar.gz", hash = "sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de"},
 ]
 
 [package.extras]
 devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
-[[package]]
-name = "filelock"
-version = "3.9.0"
-description = "A platform independent file lock."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "filelock-3.9.0-py3-none-any.whl", hash = "sha256:f58d535af89bb9ad5cd4df046f741f8553a418c01a7856bf0d173bbc9f6bd16d"},
-    {file = "filelock-3.9.0.tar.gz", hash = "sha256:7b319f24340b51f55a2bf7a12ac0755a9b03e718311dac567a0f4f7fabd2f5de"},
-]
-
-[package.extras]
-docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
-
 [[package]]
 name = "gitdb"
-version = "4.0.10"
+version = "4.0.12"
 description = "Git Object Database"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
-    {file = "gitdb-4.0.10-py3-none-any.whl", hash = "sha256:c286cf298426064079ed96a9e4a9d39e7f3e9bf15ba60701e95f5492f28415c7"},
-    {file = "gitdb-4.0.10.tar.gz", hash = "sha256:6eb990b69df4e15bad899ea868dc46572c3f75339735663b81de79b06f17eb9a"},
+    {file = "gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf"},
+    {file = "gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571"},
 ]
 
 [package.dependencies]
@@ -445,155 +453,150 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.30"
-description = "GitPython is a python library used to interact with Git repositories"
-category = "dev"
+version = "3.1.45"
+description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
 files = [
-    {file = "GitPython-3.1.30-py3-none-any.whl", hash = "sha256:cd455b0000615c60e286208ba540271af9fe531fa6a87cc590a7298785ab2882"},
-    {file = "GitPython-3.1.30.tar.gz", hash = "sha256:769c2d83e13f5d938b7688479da374c4e3d49f71549aaf462b646db9602ea6f8"},
+    {file = "gitpython-3.1.45-py3-none-any.whl", hash = "sha256:8908cb2e02fb3b93b7eb0f2827125cb699869470432cc885f019b8fd0fccff77"},
+    {file = "gitpython-3.1.45.tar.gz", hash = "sha256:85b0ee964ceddf211c41b9f27a49086010a190fd8132a24e21f362a4b36a791c"},
 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
-[[package]]
-name = "identify"
-version = "2.5.17"
-description = "File identification library for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "identify-2.5.17-py2.py3-none-any.whl", hash = "sha256:7d526dd1283555aafcc91539acc061d8f6f59adb0a7bba462735b0a318bff7ed"},
-    {file = "identify-2.5.17.tar.gz", hash = "sha256:93cc61a861052de9d4c541a7acb7e3dcc9c11b398a2144f6e52ae5285f5f4f06"},
-]
-
 [package.extras]
-license = ["ukkonen"]
+doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
+test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
 [[package]]
 name = "ipykernel"
-version = "6.21.1"
+version = "6.30.1"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
-    {file = "ipykernel-6.21.1-py3-none-any.whl", hash = "sha256:1a04bb359212e23e46adc0116ec82ea128c1e5bd532fde4fbe679787ff36f0cf"},
-    {file = "ipykernel-6.21.1.tar.gz", hash = "sha256:a0f8eece39cab1ee352c9b59ec67bbe44d8299f8238e4c16ff7f4cf0052d3378"},
+    {file = "ipykernel-6.30.1-py3-none-any.whl", hash = "sha256:aa6b9fb93dca949069d8b85b6c79b2518e32ac583ae9c7d37c51d119e18b3fb4"},
+    {file = "ipykernel-6.30.1.tar.gz", hash = "sha256:6abb270161896402e76b91394fcdce5d1be5d45f456671e5080572f8505be39b"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+appnope = {version = ">=0.1.2", markers = "platform_system == \"Darwin\""}
 comm = ">=0.1.1"
 debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-client = ">=8.0.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
-nest-asyncio = "*"
-packaging = "*"
-psutil = "*"
-pyzmq = ">=17"
-tornado = ">=6.1"
+nest-asyncio = ">=1.4"
+packaging = ">=22"
+psutil = ">=5.7"
+pyzmq = ">=25"
+tornado = ">=6.2"
 traitlets = ">=5.4.0"
 
 [package.extras]
-cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+cov = ["coverage[toml]", "matplotlib", "pytest-cov", "trio"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
 pyqt5 = ["pyqt5"]
 pyside6 = ["pyside6"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<9)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.7.0"
+version = "9.6.0"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.11"
+groups = ["main", "dev"]
 files = [
-    {file = "ipython-8.7.0-py3-none-any.whl", hash = "sha256:352042ddcb019f7c04e48171b4dd78e4c4bb67bf97030d170e154aac42b656d9"},
-    {file = "ipython-8.7.0.tar.gz", hash = "sha256:882899fe78d5417a0aa07f995db298fa28b58faeba2112d2e3a4c95fe14bb738"},
+    {file = "ipython-9.6.0-py3-none-any.whl", hash = "sha256:5f77efafc886d2f023442479b8149e7d86547ad0a979e9da9f045d252f648196"},
+    {file = "ipython-9.6.0.tar.gz", hash = "sha256:5603d6d5d356378be5043e69441a072b50a5b33b4503428c77b04cb8ce7bc731"},
 ]
 
 [package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
+ipython-pygments-lexers = "*"
 jedi = ">=0.16"
 matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=3.0.11,<3.1.0"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt_toolkit = ">=3.0.41,<3.1.0"
 pygments = ">=2.4.0"
-stack-data = "*"
-traitlets = ">=5"
+stack_data = "*"
+traitlets = ">=5.13.0"
 
 [package.extras]
-all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.20)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["ipython[doc,matplotlib,test,test-extra]"]
 black = ["black"]
-doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["ipywidgets", "notebook"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[matplotlib,test]", "setuptools (>=61.2)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinx_toml (==0.0.4)", "typing_extensions"]
+matplotlib = ["matplotlib (>3.7)"]
+test = ["packaging", "pytest", "pytest-asyncio", "testpath"]
+test-extra = ["curio", "ipykernel", "ipython[matplotlib]", "ipython[test]", "jupyter_ai", "nbclient", "nbformat", "numpy (>=1.25)", "pandas (>2.0)", "trio"]
+
+[[package]]
+name = "ipython-pygments-lexers"
+version = "1.1.1"
+description = "Defines a variety of Pygments lexers for highlighting IPython code."
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev"]
+files = [
+    {file = "ipython_pygments_lexers-1.1.1-py3-none-any.whl", hash = "sha256:a9462224a505ade19a605f71f8fa63c2048833ce50abc86768a0d81d876dc81c"},
+    {file = "ipython_pygments_lexers-1.1.1.tar.gz", hash = "sha256:09c0138009e56b6854f9535736f4171d855c8c08a563a0dcd8022f78355c7e81"},
+]
+
+[package.dependencies]
+pygments = "*"
 
 [[package]]
 name = "isort"
-version = "5.12.0"
+version = "6.1.0"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
+groups = ["dev"]
 files = [
-    {file = "isort-5.12.0-py3-none-any.whl", hash = "sha256:f84c2818376e66cf843d497486ea8fed8700b340f308f076c6fb1229dff318b6"},
-    {file = "isort-5.12.0.tar.gz", hash = "sha256:8bef7dde241278824a6d83f44a544709b065191b95b6e50894bdc722fcba0504"},
+    {file = "isort-6.1.0-py3-none-any.whl", hash = "sha256:58d8927ecce74e5087aef019f778d4081a3b6c98f15a80ba35782ca8a2097784"},
+    {file = "isort-6.1.0.tar.gz", hash = "sha256:9b8f96a14cfee0677e78e941ff62f03769a06d412aabb9e2a90487b3b7e8d481"},
 ]
 
 [package.extras]
-colors = ["colorama (>=0.4.3)"]
-pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"]
+colors = ["colorama"]
 plugins = ["setuptools"]
-requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
-    {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
-    {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+    {file = "jedi-0.19.2-py2.py3-none-any.whl", hash = "sha256:a8ef22bde8490f57fe5c7681a3c83cb58874daf72b4784de3cce5b6ef6edb5b9"},
+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.2"
+version = "3.1.6"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
-    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
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+    {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
+    {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
 ]
 
 [package.dependencies]
@@ -604,38 +607,55 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.25.1"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["main"]
 files = [
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+    {file = "jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63"},
+    {file = "jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85"},
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-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "rfc3987-syntax (>=1.1.0)", "uri-template", "webcolors (>=24.6.0)"]
+
+[[package]]
+name = "jsonschema-specifications"
+version = "2025.9.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.0.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
@@ -643,111 +663,150 @@ traitlets = ">=5.3"
 
 [package.extras]
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+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.2.0"
+version = "5.8.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 platformdirs = ">=2.5"
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyterlab-pygments"
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+version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
-category = "main"
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-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 [[package]]
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+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
-category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
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 ]
 
 [package.dependencies]
@@ -755,105 +814,104 @@ traitlets = "*"
 
 [[package]]
 name = "mistune"
-version = "2.0.4"
-description = "A sane Markdown parser with useful plugins and renderers"
-category = "main"
+version = "3.1.4"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "mistune-2.0.4-py2.py3-none-any.whl", hash = "sha256:182cc5ee6f8ed1b807de6b7bb50155df7b66495412836b9a74c8fbdfc75fe36d"},
-    {file = "mistune-2.0.4.tar.gz", hash = "sha256:9ee0a66053e2267aba772c71e06891fa8f1af6d4b01d5e84e267b4570d4d9808"},
+    {file = "mistune-3.1.4-py3-none-any.whl", hash = "sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d"},
+    {file = "mistune-3.1.4.tar.gz", hash = "sha256:b5a7f801d389f724ec702840c11d8fc48f2b33519102fc7ee739e8177b672164"},
 ]
 
 [[package]]
 name = "mypy-extensions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
-    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
+    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
+    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
 ]
 
 [[package]]
 name = "nbclient"
-version = "0.7.2"
+version = "0.10.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "main"
 optional = false
-python-versions = ">=3.7.0"
+python-versions = ">=3.9.0"
+groups = ["main"]
 files = [
-    {file = "nbclient-0.7.2-py3-none-any.whl", hash = "sha256:d97ac6257de2794f5397609df754fcbca1a603e94e924eb9b99787c031ae2e7c"},
-    {file = "nbclient-0.7.2.tar.gz", hash = "sha256:884a3f4a8c4fc24bb9302f263e0af47d97f0d01fe11ba714171b320c8ac09547"},
+    {file = "nbclient-0.10.2-py3-none-any.whl", hash = "sha256:4ffee11e788b4a27fabeb7955547e4318a5298f34342a4bfd01f2e1faaeadc3d"},
+    {file = "nbclient-0.10.2.tar.gz", hash = "sha256:90b7fc6b810630db87a6d0c2250b1f0ab4cf4d3c27a299b0cde78a4ed3fd9193"},
 ]
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbformat = ">=5.1"
-traitlets = ">=5.3"
+traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme"]
-test = ["ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
+test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=7.1.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "testpath", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
-version = "7.2.9"
-description = "Converting Jupyter Notebooks"
-category = "main"
+version = "7.16.6"
+description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "nbconvert-7.2.9-py3-none-any.whl", hash = "sha256:495638c5e06005f4a5ce828d8a81d28e34f95c20f4384d5d7a22254b443836e7"},
-    {file = "nbconvert-7.2.9.tar.gz", hash = "sha256:a42c3ac137c64f70cbe4d763111bf358641ea53b37a01a5c202ed86374af5234"},
+    {file = "nbconvert-7.16.6-py3-none-any.whl", hash = "sha256:1375a7b67e0c2883678c48e506dc320febb57685e5ee67faa51b18a90f3a712b"},
+    {file = "nbconvert-7.16.6.tar.gz", hash = "sha256:576a7e37c6480da7b8465eefa66c17844243816ce1ccc372633c6b71c3c0f582"},
 ]
 
 [package.dependencies]
 beautifulsoup4 = "*"
-bleach = "*"
+bleach = {version = "!=5.0.0", extras = ["css"]}
 defusedxml = "*"
 jinja2 = ">=3.0"
 jupyter-core = ">=4.7"
 jupyterlab-pygments = "*"
 markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
+mistune = ">=2.0.3,<4"
 nbclient = ">=0.5.0"
-nbformat = ">=5.1"
+nbformat = ">=5.7"
 packaging = "*"
 pandocfilters = ">=1.4.1"
 pygments = ">=2.4.1"
-tinycss2 = "*"
-traitlets = ">=5.0"
+traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.7.3"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "nbformat-5.7.3-py3-none-any.whl", hash = "sha256:22a98a6516ca216002b0a34591af5bcb8072ca6c63910baffc901cfa07fefbf0"},
-    {file = "nbformat-5.7.3.tar.gz", hash = "sha256:4b021fca24d3a747bf4e626694033d792d594705829e5e35b14ee3369f9f6477"},
+    {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
+    {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
 ]
 
 [package.dependencies]
-fastjsonschema = "*"
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -862,17 +920,18 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nbqa"
-version = "1.6.1"
+version = "1.9.1"
 description = "Run any standard Python code quality tool on a Jupyter Notebook"
-category = "dev"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "nbqa-1.6.1-py3-none-any.whl", hash = "sha256:f5735554d67ec379c5a258367a8ea3d096947719552876067811d06bab6ff603"},
-    {file = "nbqa-1.6.1.tar.gz", hash = "sha256:36dbd7155ed7319ed2fab3f19a70215ab3b5554a516390fdbff8c884c3c0958c"},
+    {file = "nbqa-1.9.1-py3-none-any.whl", hash = "sha256:95552d2f6c2c038136252a805aa78d85018aef922586270c3a074332737282e5"},
+    {file = "nbqa-1.9.1.tar.gz", hash = "sha256:a1f4bcf587c597302fed295951001fc4e1be4ce0e77e1ab1b25ac2fbe3db0cdd"},
 ]
 
 [package.dependencies]
+autopep8 = ">=1.5"
 ipython = ">=7.8.0"
 tokenize-rt = ">=3.2.0"
 tomli = "*"
@@ -882,155 +941,111 @@ toolchain = ["black", "blacken-docs", "flake8", "isort", "jupytext", "mypy", "py
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
-    {file = "nest_asyncio-1.5.6-py3-none-any.whl", hash = "sha256:b9a953fb40dceaa587d109609098db21900182b16440652454a146cffb06e8b8"},
-    {file = "nest_asyncio-1.5.6.tar.gz", hash = "sha256:d267cc1ff794403f7df692964d1d2a3fa9418ffea2a3f6859a439ff482fef290"},
+    {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
+    {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
 ]
 
-[[package]]
-name = "nodeenv"
-version = "1.7.0"
-description = "Node.js virtual environment builder"
-category = "dev"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
-files = [
-    {file = "nodeenv-1.7.0-py2.py3-none-any.whl", hash = "sha256:27083a7b96a25f2f5e1d8cb4b6317ee8aeda3bdd121394e5ac54e498028a042e"},
-    {file = "nodeenv-1.7.0.tar.gz", hash = "sha256:e0e7f7dfb85fc5394c6fe1e8fa98131a2473e04311a45afb6508f7cf1836fa2b"},
-]
-
-[package.dependencies]
-setuptools = "*"
-
 [[package]]
 name = "packaging"
-version = "23.0"
+version = "25.0"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "packaging-23.0-py3-none-any.whl", hash = "sha256:714ac14496c3e68c99c29b00845f7a2b85f3bb6f1078fd9f72fd20f0570002b2"},
-    {file = "packaging-23.0.tar.gz", hash = "sha256:b6ad297f8907de0fa2fe1ccbd26fdaf387f5f47c7275fedf8cce89f99446cf97"},
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
 
 [[package]]
 name = "pandocfilters"
-version = "1.5.0"
+version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
-    {file = "pandocfilters-1.5.0-py2.py3-none-any.whl", hash = "sha256:33aae3f25fd1a026079f5d27bdd52496f0e0803b3469282162bafdcbdf6ef14f"},
-    {file = "pandocfilters-1.5.0.tar.gz", hash = "sha256:0b679503337d233b4339a817bfc8c50064e2eff681314376a47cb582305a7a38"},
+    {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
+    {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
 ]
 
 [[package]]
 name = "parso"
-version = "0.8.3"
+version = "0.8.5"
 description = "A Python Parser"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
-    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
-    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+    {file = "parso-0.8.5-py2.py3-none-any.whl", hash = "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887"},
+    {file = "parso-0.8.5.tar.gz", hash = "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a"},
 ]
 
 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pathspec"
-version = "0.10.3"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "pathspec-0.10.3-py3-none-any.whl", hash = "sha256:3c95343af8b756205e2aba76e843ba9520a24dd84f68c22b9f93251507509dd6"},
-    {file = "pathspec-0.10.3.tar.gz", hash = "sha256:56200de4077d9d0791465aa9095a01d421861e405b5096955051deefd697d6f6"},
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
 [[package]]
 name = "pexpect"
-version = "4.8.0"
+version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = false
 python-versions = "*"
+groups = ["main", "dev"]
+markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
-    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
-    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+    {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
+    {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
 ]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
 
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
-optional = false
-python-versions = "*"
-files = [
-    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
-    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
-]
-
 [[package]]
 name = "platformdirs"
-version = "2.6.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
+version = "4.4.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "platformdirs-2.6.0-py3-none-any.whl", hash = "sha256:1a89a12377800c81983db6be069ec068eee989748799b946cce2a6e80dcc54ca"},
-    {file = "platformdirs-2.6.0.tar.gz", hash = "sha256:b46ffafa316e6b83b47489d240ce17173f123a9b9c83282141c3daf26ad9ac2e"},
+    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
+    {file = "platformdirs-4.4.0.tar.gz", hash = "sha256:ca753cf4d81dc309bc67b0ea38fd15dc97bc30ce419a7f58d13eb3bf14c4febf"},
 ]
 
 [package.extras]
-docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.4)"]
-test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
-
-[[package]]
-name = "pre-commit"
-version = "3.0.4"
-description = "A framework for managing and maintaining multi-language pre-commit hooks."
-category = "dev"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "pre_commit-3.0.4-py2.py3-none-any.whl", hash = "sha256:9e3255edb0c9e7fe9b4f328cb3dc86069f8fdc38026f1bf521018a05eaf4d67b"},
-    {file = "pre_commit-3.0.4.tar.gz", hash = "sha256:bc4687478d55578c4ac37272fe96df66f73d9b5cf81be6f28627d4e712e752d5"},
-]
-
-[package.dependencies]
-cfgv = ">=2.0.0"
-identify = ">=1.0.0"
-nodeenv = ">=0.11.1"
-pyyaml = ">=5.1"
-virtualenv = ">=20.10.0"
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.36"
+version = "3.0.52"
 description = "Library for building powerful interactive command lines in Python"
-category = "main"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "prompt_toolkit-3.0.36-py3-none-any.whl", hash = "sha256:aa64ad242a462c5ff0363a7b9cfe696c20d55d9fc60c11fd8e632d064804d305"},
-    {file = "prompt_toolkit-3.0.36.tar.gz", hash = "sha256:3e163f254bef5a03b146397d7c1963bd3e2812f0964bb9a24e6ec761fd28db63"},
+    {file = "prompt_toolkit-3.0.52-py3-none-any.whl", hash = "sha256:9aac639a3bbd33284347de5ad8d68ecc044b91a762dc39b7c21095fcd6a19955"},
+    {file = "prompt_toolkit-3.0.52.tar.gz", hash = "sha256:28cde192929c8e7321de85de1ddbe736f1375148b02f2e17edd840042b1be855"},
 ]
 
 [package.dependencies]
@@ -1038,38 +1053,35 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "5.9.4"
-description = "Cross-platform lib for process and system monitoring in Python."
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 [package.dependencies]
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 [[package]]
 name = "rich"
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 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-category = "dev"
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 python-versions = ">=3.6.3,<4.0.0"
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-
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 [package.dependencies]
@@ -1495,14 +1728,14 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
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+version = "1.4.0"
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 [package.dependencies]
@@ -1510,167 +1743,170 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
 
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 ]
 
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+    {file = "tornado-6.5.2-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:74db443e0f5251be86cbf37929f84d8c20c27a355dd452a5cfa2aada0d001ec4"},
+    {file = "tornado-6.5.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b5e735ab2889d7ed33b32a459cac490eda71a1ba6857b0118de476ab6c366c04"},
+    {file = "tornado-6.5.2-cp39-abi3-win32.whl", hash = "sha256:c6f29e94d9b37a95013bb669616352ddb82e3bfe8326fccee50583caebc8a5f0"},
+    {file = "tornado-6.5.2-cp39-abi3-win_amd64.whl", hash = "sha256:e56a5af51cc30dd2cae649429af65ca2f6571da29504a07995175df14c18f35f"},
+    {file = "tornado-6.5.2-cp39-abi3-win_arm64.whl", hash = "sha256:d6c33dc3672e3a1f3618eb63b7ef4683a7688e7b9e6e8f0d9aa5726360a004af"},
+    {file = "tornado-6.5.2.tar.gz", hash = "sha256:ab53c8f9a0fa351e2c0741284e06c7a45da86afb544133201c5cc8578eb076a0"},
 ]
 
 [[package]]
 name = "traitlets"
-version = "5.7.0"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "traitlets-5.7.0-py3-none-any.whl", hash = "sha256:61832ea7b7f910f5745e27e9bb269a181fd15af76027d99560299209d5b17c94"},
-    {file = "traitlets-5.7.0.tar.gz", hash = "sha256:bd0fca5c890a09bf66b33cce67ca14156b080429bc39c7ef26b075a4bd4f9fc3"},
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-lint = ["black (>=22.6.0)", "mdformat (>0.7)", "ruff (>=0.0.156)"]
-test = ["pre-commit", "pytest"]
-typing = ["mypy (>=0.990)"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "typer"
-version = "0.7.0"
+version = "0.19.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+groups = ["dev"]
 files = [
-    {file = "typer-0.7.0-py3-none-any.whl", hash = "sha256:b5e704f4e48ec263de1c0b3a2387cd405a13767d2f907f44c1a08cbad96f606d"},
-    {file = "typer-0.7.0.tar.gz", hash = "sha256:ff797846578a9f2a201b53442aedeb543319466870fbe1c701eab66dd7681165"},
+    {file = "typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9"},
+    {file = "typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca"},
 ]
 
 [package.dependencies]
-click = ">=7.1.1,<9.0.0"
-
-[package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
-dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
-doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "dev"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
-    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
-name = "virtualenv"
-version = "20.18.0"
-description = "Virtual Python Environment builder"
-category = "dev"
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
+groups = ["dev"]
 files = [
-    {file = "virtualenv-20.18.0-py3-none-any.whl", hash = "sha256:9d61e4ec8d2c0345dab329fb825eb05579043766a4b26a2f66b28948de68c722"},
-    {file = "virtualenv-20.18.0.tar.gz", hash = "sha256:f262457a4d7298a6b733b920a196bf8b46c8af15bf1fd9da7142995eff15118e"},
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
 ]
 
 [package.dependencies]
-distlib = ">=0.3.6,<1"
-filelock = ">=3.4.1,<4"
-platformdirs = ">=2.4,<3"
-
-[package.extras]
-docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
-test = ["covdefaults (>=2.2.2)", "coverage (>=7.1)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23)", "pytest (>=7.2.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)"]
+typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "wcwidth"
-version = "0.2.5"
+version = "0.2.14"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
-    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
-    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+    {file = "wcwidth-0.2.14-py2.py3-none-any.whl", hash = "sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1"},
+    {file = "wcwidth-0.2.14.tar.gz", hash = "sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605"},
 ]
 
 [[package]]
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
-category = "main"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
 
-[[package]]
-name = "yamllint"
-version = "1.29.0"
-description = "A linter for YAML files."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "yamllint-1.29.0-py3-none-any.whl", hash = "sha256:5153bf9f8205aa9dc6af6217e38bd4f5baf09d9a7c6f4ae1e23f90d9c00c49c5"},
-    {file = "yamllint-1.29.0.tar.gz", hash = "sha256:66a755d5fbcbb8831f1a9568676329b5bac82c37995bcc9afd048b6459f9fa48"},
-]
-
-[package.dependencies]
-pathspec = ">=0.5.3"
-pyyaml = "*"
-setuptools = "*"
-
 [metadata]
-lock-version = "2.0"
-python-versions = "^3.10"
-content-hash = "dfaf7a6aab209b5b462a8ac996b0c943edd4d987540ba235deb1db423e40ced6"
+lock-version = "2.1"
+python-versions = "^3.12"
+content-hash = "dcd1f9e498deb1de266ec33ebfcbae59c9a539c1377598db25af4fd5311e6cd1"
diff --git a/pyproject.toml b/pyproject.toml
index 355f7a827..d4fe1de86 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,26 +1,19 @@
 [tool.poetry]
 name = "sikepuri-of-algorithm"
 version = "0.1.0"
-description = ""
-authors = ["chvmvd <chvmvd@users.noreply.github.com>"]
-license = "MIT"
-readme = "README.md"
 packages = [{include = "sikepuri_of_algorithm"}]
 
 [tool.poetry.dependencies]
-python = "^3.10"
-ipykernel = "^6.21.1"
-nbconvert = "^7.2.9"
-
+python = "^3.12"
+nbconvert = "^7.16.6"
+ipykernel = "^6.30.1"
 
 [tool.poetry.group.dev.dependencies]
-pre-commit = "^3.0.4"
-databooks = "^1.3.7"
-black = {extras = ["jupyter"], version = "^23.1.0"}
-nbqa = "^1.6.1"
-isort = "^5.12.0"
-pyupgrade = "^3.3.1"
-yamllint = "^1.29.0"
+databooks = "^1.3.10"
+black = {extras = ["jupyter"], version = "^25.9.0"}
+nbqa = "^1.9.1"
+isort = "^6.1.0"
+pyupgrade = "^3.20.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/static/array/average.ipynb b/static/array/average.ipynb
index 1aa5bbb79..cdcfbd89e 100644
--- a/static/array/average.ipynb
+++ b/static/array/average.ipynb
@@ -1,21 +1,21 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "score1 = 96\n",
-    "score2 = 56\n",
-    "score3 = 42\n",
-    "score4 = 74\n",
-    "score5 = 86\n",
-    "print((score1 + score2 + score3 + score4 + score5) / 5)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "score1 = 96\n",
+        "score2 = 56\n",
+        "score3 = 42\n",
+        "score4 = 74\n",
+        "score5 = 86\n",
+        "print((score1 + score2 + score3 + score4 + score5) / 5)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/average2.ipynb b/static/array/average2.ipynb
index b036ab6a4..e4ade487e 100644
--- a/static/array/average2.ipynb
+++ b/static/array/average2.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "scores = [96, 56, 42, 74, 86]\n",
-    "print((scores[0] + scores[1] + scores[2] + scores[3] + scores[4]) / 5)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "scores = [96, 56, 42, 74, 86]\n",
+        "print((scores[0] + scores[1] + scores[2] + scores[3] + scores[4]) / 5)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/average3.ipynb b/static/array/average3.ipynb
index 3bcdc804e..51a795766 100644
--- a/static/array/average3.ipynb
+++ b/static/array/average3.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "scores = [96, 56, 42, 74, 86]\n",
-    "sum_val = 0\n",
-    "for i in range(len(scores)):\n",
-    "    sum_val += scores[i]\n",
-    "print(sum_val / 5)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "scores = [96, 56, 42, 74, 86]\n",
+        "sum_val = 0\n",
+        "for i in range(len(scores)):\n",
+        "    sum_val += scores[i]\n",
+        "print(sum_val / 5)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/average4.ipynb b/static/array/average4.ipynb
index 00ca3720c..f897fb91b 100644
--- a/static/array/average4.ipynb
+++ b/static/array/average4.ipynb
@@ -1,24 +1,24 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def average(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += scores[i]\n",
-    "    return sum_val / len(scores)\n",
-    "\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(average(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def average(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += scores[i]\n",
+        "    return sum_val / len(scores)\n",
+        "\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(average(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/average_numpy.ipynb b/static/array/average_numpy.ipynb
index 1bb4dd5f3..c582aa8d1 100644
--- a/static/array/average_numpy.ipynb
+++ b/static/array/average_numpy.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(numpy.mean(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import numpy\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(numpy.mean(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/average_statistics.ipynb b/static/array/average_statistics.ipynb
index 5e86b8b46..54803d4f5 100644
--- a/static/array/average_statistics.ipynb
+++ b/static/array/average_statistics.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import statistics\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(statistics.mean(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import statistics\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(statistics.mean(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/change.ipynb b/static/array/change.ipynb
index f7efce96e..42810749a 100644
--- a/static/array/change.ipynb
+++ b/static/array/change.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "scores = [96, 56, 42, 74, 86]\n",
-    "scores[0] = 37"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "scores = [96, 56, 42, 74, 86]\n",
+        "scores[0] = 37"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/change2.ipynb b/static/array/change2.ipynb
index 1f9096c80..4dd7f0c4b 100644
--- a/static/array/change2.ipynb
+++ b/static/array/change2.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "scores = [96, 56, 42, 74, 86]\n",
-    "scores[0] = 37\n",
-    "print(scores)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "scores = [96, 56, 42, 74, 86]\n",
+        "scores[0] = 37\n",
+        "print(scores)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/change3.ipynb b/static/array/change3.ipynb
index 7704b72ce..c22629c2a 100644
--- a/static/array/change3.ipynb
+++ b/static/array/change3.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "scores = [96, 56, 42, 74, 86]\n",
-    "i = 1\n",
-    "laterScore = 37\n",
-    "scores[i - 1] = laterScore\n",
-    "print(scores)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "scores = [96, 56, 42, 74, 86]\n",
+        "i = 1\n",
+        "laterScore = 37\n",
+        "scores[i - 1] = laterScore\n",
+        "print(scores)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/max.ipynb b/static/array/max.ipynb
index cbbcc4934..a3ee3ad19 100644
--- a/static/array/max.ipynb
+++ b/static/array/max.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_max(scores):\n",
-    "    max_val = scores[0]\n",
-    "    for i in range(1, len(scores)):\n",
-    "        if max_val < scores[i]:\n",
-    "            max_val = scores[i]\n",
-    "    return max_val\n",
-    "\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(calc_max(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_max(scores):\n",
+        "    max_val = scores[0]\n",
+        "    for i in range(1, len(scores)):\n",
+        "        if max_val < scores[i]:\n",
+        "            max_val = scores[i]\n",
+        "    return max_val\n",
+        "\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(calc_max(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/range.ipynb b/static/array/range.ipynb
index 2ed9d86ad..e6cd179a5 100644
--- a/static/array/range.ipynb
+++ b/static/array/range.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(range(1, 11))\n",
-    "print(list(range(1, 11)))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(range(1, 11))\n",
+        "print(list(range(1, 11)))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/sum.ipynb b/static/array/sum.ipynb
index 5948609b5..f56c5bd6e 100644
--- a/static/array/sum.ipynb
+++ b/static/array/sum.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(sum([1, 2, 3]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(sum([1, 2, 3]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/sum2.ipynb b/static/array/sum2.ipynb
index 86b18c9a1..5c6e51b45 100644
--- a/static/array/sum2.ipynb
+++ b/static/array/sum2.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(sum([2, 5, 7]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(sum([2, 5, 7]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/variance.ipynb b/static/array/variance.ipynb
index 743226fde..9da334e2d 100644
--- a/static/array/variance.ipynb
+++ b/static/array/variance.ipynb
@@ -1,32 +1,32 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def average(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += scores[i]\n",
-    "    return sum_val / len(scores)\n",
-    "\n",
-    "\n",
-    "def variance(scores):\n",
-    "    sum_val = 0\n",
-    "    calculated_average = average(scores)\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += (scores[i] - calculated_average) ** 2\n",
-    "    return sum_val / len(scores)\n",
-    "\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(variance(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def average(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += scores[i]\n",
+        "    return sum_val / len(scores)\n",
+        "\n",
+        "\n",
+        "def variance(scores):\n",
+        "    sum_val = 0\n",
+        "    calculated_average = average(scores)\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += (scores[i] - calculated_average) ** 2\n",
+        "    return sum_val / len(scores)\n",
+        "\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(variance(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/variance2.ipynb b/static/array/variance2.ipynb
index c2511666f..f6e897bbc 100644
--- a/static/array/variance2.ipynb
+++ b/static/array/variance2.ipynb
@@ -1,31 +1,31 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def average(scores):\n",
-    "    sum = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum += scores[i]\n",
-    "    return sum / len(scores)\n",
-    "\n",
-    "\n",
-    "def variance(scores):\n",
-    "    sum = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum += (scores[i] - average(scores)) ** 2\n",
-    "    return sum / len(scores)\n",
-    "\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(variance(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def average(scores):\n",
+        "    sum = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum += scores[i]\n",
+        "    return sum / len(scores)\n",
+        "\n",
+        "\n",
+        "def variance(scores):\n",
+        "    sum = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum += (scores[i] - average(scores)) ** 2\n",
+        "    return sum / len(scores)\n",
+        "\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(variance(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/variance_numpy.ipynb b/static/array/variance_numpy.ipynb
index f714b00a2..0ac26f5cd 100644
--- a/static/array/variance_numpy.ipynb
+++ b/static/array/variance_numpy.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import numpy\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(numpy.var(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import numpy\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(numpy.var(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/array/variance_statistics.ipynb b/static/array/variance_statistics.ipynb
index 76b639690..0dbfc79c2 100644
--- a/static/array/variance_statistics.ipynb
+++ b/static/array/variance_statistics.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import statistics\n",
-    "\n",
-    "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
-    "print(statistics.pvariance(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import statistics\n",
+        "\n",
+        "scores = [26, 78, 83, 20, 10, 11, 22, 16, 41, 95]\n",
+        "print(statistics.pvariance(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/dp/fib_bottom_up.ipynb b/static/dp/fib_bottom_up.ipynb
index a4c9871e8..953b35117 100644
--- a/static/dp/fib_bottom_up.ipynb
+++ b/static/dp/fib_bottom_up.ipynb
@@ -1,25 +1,25 @@
 {
- "nbformat": 4,
- "nbformat_minor": 2,
- "metadata": {},
- "cells": [
-  {
-   "metadata": {},
-   "source": [
-    "def fib(n):\n",
-    "    dp = [0, 1]\n",
-    "    if n == 0 or n == 1:\n",
-    "        return dp[n]\n",
-    "    for i in range(2, n + 1):\n",
-    "        dp.append(dp[i - 1] + dp[i - 2])\n",
-    "    return dp[n]\n",
-    "\n",
-    "\n",
-    "print(fib(100))"
-   ],
-   "cell_type": "code",
-   "outputs": [],
-   "execution_count": null
-  }
- ]
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def fib(n):\n",
+        "    dp = [0, 1]\n",
+        "    if n == 0 or n == 1:\n",
+        "        return dp[n]\n",
+        "    for i in range(2, n + 1):\n",
+        "        dp.append(dp[i - 1] + dp[i - 2])\n",
+        "    return dp[n]\n",
+        "\n",
+        "\n",
+        "print(fib(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/dp/fib_bottom_up2.ipynb b/static/dp/fib_bottom_up2.ipynb
index 0c6edd8bd..d072b71df 100644
--- a/static/dp/fib_bottom_up2.ipynb
+++ b/static/dp/fib_bottom_up2.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def fib(n):\n",
-    "    a, b = 0, 1\n",
-    "    if n == 0:\n",
-    "        return a\n",
-    "    if n == 1:\n",
-    "        return b\n",
-    "    for _ in range(n - 1):\n",
-    "        a, b = b, a + b\n",
-    "    return b\n",
-    "\n",
-    "\n",
-    "print(fib(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def fib(n):\n",
+        "    a, b = 0, 1\n",
+        "    if n == 0:\n",
+        "        return a\n",
+        "    if n == 1:\n",
+        "        return b\n",
+        "    for _ in range(n - 1):\n",
+        "        a, b = b, a + b\n",
+        "    return b\n",
+        "\n",
+        "\n",
+        "print(fib(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/dp/fib_memoization.ipynb b/static/dp/fib_memoization.ipynb
index 96413d321..5399c5f21 100644
--- a/static/dp/fib_memoization.ipynb
+++ b/static/dp/fib_memoization.ipynb
@@ -1,31 +1,31 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "memo = [-1 for _ in range(10000)]\n",
-    "\n",
-    "\n",
-    "def fib(n):\n",
-    "    if n == 0:\n",
-    "        return 0\n",
-    "    elif n == 1:\n",
-    "        return 1\n",
-    "    elif memo[n] != -1:\n",
-    "        return memo[n]\n",
-    "    else:\n",
-    "        memo[n] = fib(n - 1) + fib(n - 2)\n",
-    "        return fib(n - 1) + fib(n - 2)\n",
-    "\n",
-    "\n",
-    "print(fib(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "memo = [-1 for _ in range(10000)]\n",
+        "\n",
+        "\n",
+        "def fib(n):\n",
+        "    if n == 0:\n",
+        "        return 0\n",
+        "    elif n == 1:\n",
+        "        return 1\n",
+        "    elif memo[n] != -1:\n",
+        "        return memo[n]\n",
+        "    else:\n",
+        "        memo[n] = fib(n - 1) + fib(n - 2)\n",
+        "        return fib(n - 1) + fib(n - 2)\n",
+        "\n",
+        "\n",
+        "print(fib(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/dp/knapsack.ipynb b/static/dp/knapsack.ipynb
index 63b71a169..959a8ed76 100644
--- a/static/dp/knapsack.ipynb
+++ b/static/dp/knapsack.ipynb
@@ -1,29 +1,29 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def knapsack(v, w, W):\n",
-    "    # 初期化\n",
-    "    dp = [[0 for _ in range(W + 1)] for _ in range(len(v) + 1)]\n",
-    "    # DP\n",
-    "    for i in range(1, len(v) + 1):\n",
-    "        for j in range(W + 1):\n",
-    "            if w[i - 1] > j:\n",
-    "                dp[i][j] = dp[i - 1][j]\n",
-    "            else:\n",
-    "                dp[i][j] = max(dp[i - 1][j], dp[i - 1][j - w[i - 1]] + v[i - 1])\n",
-    "    return dp[len(v)][W]\n",
-    "\n",
-    "\n",
-    "print(knapsack([2, 3, 6], [2, 3, 5], 10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def knapsack(v, w, W):\n",
+        "    # \u521d\u671f\u5316\n",
+        "    dp = [[0 for _ in range(W + 1)] for _ in range(len(v) + 1)]\n",
+        "    # DP\n",
+        "    for i in range(1, len(v) + 1):\n",
+        "        for j in range(W + 1):\n",
+        "            if w[i - 1] > j:\n",
+        "                dp[i][j] = dp[i - 1][j]\n",
+        "            else:\n",
+        "                dp[i][j] = max(dp[i - 1][j], dp[i - 1][j - w[i - 1]] + v[i - 1])\n",
+        "    return dp[len(v)][W]\n",
+        "\n",
+        "\n",
+        "print(knapsack([2, 3, 6], [2, 3, 5], 10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/dp/ssp.ipynb b/static/dp/ssp.ipynb
index 7534c6a8c..cdec623c6 100644
--- a/static/dp/ssp.ipynb
+++ b/static/dp/ssp.ipynb
@@ -1,31 +1,31 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def ssp(a, N):\n",
-    "    # 初期化\n",
-    "    dp = [[False for _ in range(N + 1)] for _ in range(len(a) + 1)]\n",
-    "    for i in range(len(a) + 1):\n",
-    "        dp[i][0] = True\n",
-    "    # DP\n",
-    "    for i in range(1, len(a) + 1):\n",
-    "        for j in range(N + 1):\n",
-    "            if a[i - 1] > j:\n",
-    "                dp[i][j] = dp[i - 1][j]\n",
-    "            else:\n",
-    "                dp[i][j] = dp[i - 1][j] or dp[i - 1][j - a[i - 1]]\n",
-    "    return dp[len(a)][N]\n",
-    "\n",
-    "\n",
-    "print(ssp([3, 4, 6], 10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def ssp(a, N):\n",
+        "    # \u521d\u671f\u5316\n",
+        "    dp = [[False for _ in range(N + 1)] for _ in range(len(a) + 1)]\n",
+        "    for i in range(len(a) + 1):\n",
+        "        dp[i][0] = True\n",
+        "    # DP\n",
+        "    for i in range(1, len(a) + 1):\n",
+        "        for j in range(N + 1):\n",
+        "            if a[i - 1] > j:\n",
+        "                dp[i][j] = dp[i - 1][j]\n",
+        "            else:\n",
+        "                dp[i][j] = dp[i - 1][j] or dp[i - 1][j - a[i - 1]]\n",
+        "    return dp[len(a)][N]\n",
+        "\n",
+        "\n",
+        "print(ssp([3, 4, 6], 10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/error/cancellation.ipynb b/static/error/cancellation.ipynb
index a44153a88..243333b65 100644
--- a/static/error/cancellation.ipynb
+++ b/static/error/cancellation.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "math.sqrt(100001) - math.sqrt(99999)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "math.sqrt(100001) - math.sqrt(99999)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/error/cancellation_correct.ipynb b/static/error/cancellation_correct.ipynb
index 8a6ba655a..34cf3a070 100644
--- a/static/error/cancellation_correct.ipynb
+++ b/static/error/cancellation_correct.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(2 / (math.sqrt(100001) + math.sqrt(99999)))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "print(2 / (math.sqrt(100001) + math.sqrt(99999)))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/error/loss.ipynb b/static/error/loss.ipynb
index 55e358eb3..a60f65451 100644
--- a/static/error/loss.ipynb
+++ b/static/error/loss.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "r = 0\n",
-    "r += 10000000000\n",
-    "for i in range(10000000):\n",
-    "    r += 0.0000001\n",
-    "print(r)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "r = 0\n",
+        "r += 10000000000\n",
+        "for i in range(10000000):\n",
+        "    r += 0.0000001\n",
+        "print(r)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/error/loss_correct.ipynb b/static/error/loss_correct.ipynb
index 19a9616d4..47f6e2412 100644
--- a/static/error/loss_correct.ipynb
+++ b/static/error/loss_correct.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "r = 0\n",
-    "for i in range(10000000):\n",
-    "    r += 0.0000001\n",
-    "r += 10000000000\n",
-    "print(r)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "r = 0\n",
+        "for i in range(10000000):\n",
+        "    r += 0.0000001\n",
+        "r += 10000000000\n",
+        "print(r)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/error/rounding_error.ipynb b/static/error/rounding_error.ipynb
index 9d36fa024..6d862a228 100644
--- a/static/error/rounding_error.ipynb
+++ b/static/error/rounding_error.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "0.1 * 3"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "0.1 * 3"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/div.ipynb b/static/expressions/div.ipynb
index 05ad03324..470f8f9a3 100644
--- a/static/expressions/div.ipynb
+++ b/static/expressions/div.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "4 / 2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "4 / 2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/exp.ipynb b/static/expressions/exp.ipynb
index 9987afb0f..3ceda68d8 100644
--- a/static/expressions/exp.ipynb
+++ b/static/expressions/exp.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "2**3"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "2**3"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/golden_ratio.ipynb b/static/expressions/golden_ratio.ipynb
index 4baf3f4b8..2c9133317 100644
--- a/static/expressions/golden_ratio.ipynb
+++ b/static/expressions/golden_ratio.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "(1 + 5**0.5) / 2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "(1 + 5**0.5) / 2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/multi.ipynb b/static/expressions/multi.ipynb
index 8a126466b..0e045e944 100644
--- a/static/expressions/multi.ipynb
+++ b/static/expressions/multi.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "2 * 2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "2 * 2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/quotient.ipynb b/static/expressions/quotient.ipynb
index 0f43a1939..5fbb0c07d 100644
--- a/static/expressions/quotient.ipynb
+++ b/static/expressions/quotient.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "5 // 2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "5 // 2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/remainder.ipynb b/static/expressions/remainder.ipynb
index f65531596..b55ed25ef 100644
--- a/static/expressions/remainder.ipynb
+++ b/static/expressions/remainder.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "5 % 2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "5 % 2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/sub.ipynb b/static/expressions/sub.ipynb
index 4f0e6bd07..848c288ab 100644
--- a/static/expressions/sub.ipynb
+++ b/static/expressions/sub.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "2 - 1"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "2 - 1"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/sum.ipynb b/static/expressions/sum.ipynb
index 9b1e10864..cc0e5e66b 100644
--- a/static/expressions/sum.ipynb
+++ b/static/expressions/sum.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "1 + 1"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "1 + 1"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/sum2.ipynb b/static/expressions/sum2.ipynb
index 6280a7b36..a6c654d77 100644
--- a/static/expressions/sum2.ipynb
+++ b/static/expressions/sum2.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(1 + 1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(1 + 1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/expressions/to_fahrenheit.ipynb b/static/expressions/to_fahrenheit.ipynb
index 9dc8f1f92..be76dc168 100644
--- a/static/expressions/to_fahrenheit.ipynb
+++ b/static/expressions/to_fahrenheit.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "20 * (9 / 5) + 32"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "20 * (9 / 5) + 32"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/factorial.ipynb b/static/for/factorial.ipynb
index 627ccfbf4..d3d8904ef 100644
--- a/static/for/factorial.ipynb
+++ b/static/for/factorial.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def factorial(n):\n",
-    "    product = 1\n",
-    "    for i in range(1, n + 1):\n",
-    "        product *= i\n",
-    "    return product\n",
-    "\n",
-    "\n",
-    "print(factorial(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def factorial(n):\n",
+        "    product = 1\n",
+        "    for i in range(1, n + 1):\n",
+        "        product *= i\n",
+        "    return product\n",
+        "\n",
+        "\n",
+        "print(factorial(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/factorial_math.ipynb b/static/for/factorial_math.ipynb
index 305213010..fd90e4153 100644
--- a/static/for/factorial_math.ipynb
+++ b/static/for/factorial_math.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "print(math.factorial(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "print(math.factorial(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/print_1to10.ipynb b/static/for/print_1to10.ipynb
index 56d2e5040..262d52415 100644
--- a/static/for/print_1to10.ipynb
+++ b/static/for/print_1to10.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for i in range(1, 11):\n",
-    "    print(i)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "for i in range(1, 11):\n",
+        "    print(i)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/range.ipynb b/static/for/range.ipynb
index 3288f5370..577658d1c 100644
--- a/static/for/range.ipynb
+++ b/static/for/range.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for i in range(10):\n",
-    "    print(i)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "for i in range(10):\n",
+        "    print(i)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/repeat_hello.ipynb b/static/for/repeat_hello.ipynb
index 32fb9226a..1d5175693 100644
--- a/static/for/repeat_hello.ipynb
+++ b/static/for/repeat_hello.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for _ in range(10):\n",
-    "    print(\"Hello!\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "for _ in range(10):\n",
+        "    print(\"Hello!\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/repeat_hello2.ipynb b/static/for/repeat_hello2.ipynb
index 7e3c5af7d..209acd728 100644
--- a/static/for/repeat_hello2.ipynb
+++ b/static/for/repeat_hello2.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "for i in range(1, 11):\n",
-    "    print(\"Hello!\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "for i in range(1, 11):\n",
+        "    print(\"Hello!\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/sum_1to10.ipynb b/static/for/sum_1to10.ipynb
index b1d94a66f..18029d999 100644
--- a/static/for/sum_1to10.ipynb
+++ b/static/for/sum_1to10.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/sum_1to100.ipynb b/static/for/sum_1to100.ipynb
index 64a08e856..2e6ba2ff8 100644
--- a/static/for/sum_1to100.ipynb
+++ b/static/for/sum_1to100.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11 + 12 + 13 + 14 + 15 + 16 + 17 + 18 + 19 + 20 + 21 + 22 + 23 + 24 + 25 + 26 + 27 + 28 + 29 + 30 + 31 + 32 + 33 + 34 + 35 + 36 + 37 + 38 + 39 + 40 + 41 + 42 + 43 + 44 + 45 + 46 + 47 + 48 + 49 + 50 + 51 + 52 + 53 + 54 + 55 + 56 + 57 + 58 + 59 + 60 + 61 + 62 + 63 + 64 + 65 + 66 + 67 + 68 + 69 + 70 + 71 + 72 + 73 + 74 + 75 + 76 + 77 + 78 + 79 + 80 + 81 + 82 + 83 + 84 + 85 + 86 + 87 + 88 + 89 + 90 + 91 + 92 + 93 + 94 + 95 + 96 + 97 + 98 + 99 + 100"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11 + 12 + 13 + 14 + 15 + 16 + 17 + 18 + 19 + 20 + 21 + 22 + 23 + 24 + 25 + 26 + 27 + 28 + 29 + 30 + 31 + 32 + 33 + 34 + 35 + 36 + 37 + 38 + 39 + 40 + 41 + 42 + 43 + 44 + 45 + 46 + 47 + 48 + 49 + 50 + 51 + 52 + 53 + 54 + 55 + 56 + 57 + 58 + 59 + 60 + 61 + 62 + 63 + 64 + 65 + 66 + 67 + 68 + 69 + 70 + 71 + 72 + 73 + 74 + 75 + 76 + 77 + 78 + 79 + 80 + 81 + 82 + 83 + 84 + 85 + 86 + 87 + 88 + 89 + 90 + 91 + 92 + 93 + 94 + 95 + 96 + 97 + 98 + 99 + 100"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/sum_1to1000_revised.ipynb b/static/for/sum_1to1000_revised.ipynb
index 73753d3c0..3525d633c 100644
--- a/static/for/sum_1to1000_revised.ipynb
+++ b/static/for/sum_1to1000_revised.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sum_val = 0\n",
-    "for i in range(1, 1001):\n",
-    "    sum_val += i\n",
-    "print(sum_val)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "sum_val = 0\n",
+        "for i in range(1, 1001):\n",
+        "    sum_val += i\n",
+        "print(sum_val)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/sum_1to100_revised.ipynb b/static/for/sum_1to100_revised.ipynb
index 93e0439aa..c072ad6c2 100644
--- a/static/for/sum_1to100_revised.ipynb
+++ b/static/for/sum_1to100_revised.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sum_val = 0\n",
-    "for i in range(1, 101):\n",
-    "    sum_val += i\n",
-    "print(sum_val)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "sum_val = 0\n",
+        "for i in range(1, 101):\n",
+        "    sum_val += i\n",
+        "print(sum_val)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/sum_1to20.ipynb b/static/for/sum_1to20.ipynb
index 3fece39ab..8a6ccf0c5 100644
--- a/static/for/sum_1to20.ipynb
+++ b/static/for/sum_1to20.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11 + 12 + 13 + 14 + 15 + 16 + 17 + 18 + 19 + 20"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "1 + 2 + 3 + 4 + 5 + 6 + 7 + 8 + 9 + 10 + 11 + 12 + 13 + 14 + 15 + 16 + 17 + 18 + 19 + 20"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/up_to.ipynb b/static/for/up_to.ipynb
index b2e2b03e8..966273c32 100644
--- a/static/for/up_to.ipynb
+++ b/static/for/up_to.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def up_to(n):\n",
-    "    sum_val = 0\n",
-    "    for i in range(1, n + 1):\n",
-    "        sum_val += i\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "print(up_to(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def up_to(n):\n",
+        "    sum_val = 0\n",
+        "    for i in range(1, n + 1):\n",
+        "        sum_val += i\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "print(up_to(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/up_to_sum.ipynb b/static/for/up_to_sum.ipynb
index df23a0c0c..2fc36893e 100644
--- a/static/for/up_to_sum.ipynb
+++ b/static/for/up_to_sum.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sum(range(1, 11))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "sum(range(1, 11))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/for/while.ipynb b/static/for/while.ipynb
index 22229e467..5c3492ff9 100644
--- a/static/for/while.ipynb
+++ b/static/for/while.ipynb
@@ -1,21 +1,21 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "sum_val = 0\n",
-    "i = 1\n",
-    "while i <= 10:\n",
-    "    sum_val += i\n",
-    "    i += 1\n",
-    "print(sum_val)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "sum_val = 0\n",
+        "i = 1\n",
+        "while i <= 10:\n",
+        "    sum_val += i\n",
+        "    i += 1\n",
+        "print(sum_val)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/calc_x^2.ipynb b/static/function/calc_x^2.ipynb
index dc80a4981..77856e45f 100644
--- a/static/function/calc_x^2.ipynb
+++ b/static/function/calc_x^2.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "2**2 + 3**2"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "2**2 + 3**2"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/calc_x^2_revised.ipynb b/static/function/calc_x^2_revised.ipynb
index b645ccc38..f5bee7de0 100644
--- a/static/function/calc_x^2_revised.ipynb
+++ b/static/function/calc_x^2_revised.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def f(x):\n",
-    "    return x**2\n",
-    "\n",
-    "\n",
-    "f(2) + f(3)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def f(x):\n",
+        "    return x**2\n",
+        "\n",
+        "\n",
+        "f(2) + f(3)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/gravitation.ipynb b/static/function/gravitation.ipynb
index bd68ab2ba..1c2e42591 100644
--- a/static/function/gravitation.ipynb
+++ b/static/function/gravitation.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "G = 6.7 * 10 ** (-11)\n",
-    "\n",
-    "\n",
-    "def F(r, M, m):\n",
-    "    return G * M * m / r**2\n",
-    "\n",
-    "\n",
-    "F(2, 60, 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "G = 6.7 * 10 ** (-11)\n",
+        "\n",
+        "\n",
+        "def F(r, M, m):\n",
+        "    return G * M * m / r**2\n",
+        "\n",
+        "\n",
+        "F(2, 60, 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/hello.ipynb b/static/function/hello.ipynb
index 8cee1e083..7a84bd2ba 100644
--- a/static/function/hello.ipynb
+++ b/static/function/hello.ipynb
@@ -1,22 +1,22 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def hello():\n",
-    "    print(\"Hello!\")\n",
-    "\n",
-    "\n",
-    "hello()\n",
-    "hello()\n",
-    "hello()"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def hello():\n",
+        "    print(\"Hello!\")\n",
+        "\n",
+        "\n",
+        "hello()\n",
+        "hello()\n",
+        "hello()"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/indent.ipynb b/static/function/indent.ipynb
index 03b19e1c3..d84819f38 100644
--- a/static/function/indent.ipynb
+++ b/static/function/indent.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def f(x):\n",
-    "return x**2\n",
-    "\n",
-    "f(2)+f(3)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def f(x):\n",
+        "return x**2\n",
+        "\n",
+        "f(2)+f(3)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/introduce_language.ipynb b/static/function/introduce_language.ipynb
index 33db87646..90a27e0bb 100644
--- a/static/function/introduce_language.ipynb
+++ b/static/function/introduce_language.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def introduce_self(name, language):\n",
-    "    print(\"私の名前は、\" + name + \"です。\" + language + \"選択です。\")\n",
-    "\n",
-    "\n",
-    "introduce_self(\"東大太郎\", \"中国語\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def introduce_self(name, language):\n",
+        "    print(\"\u79c1\u306e\u540d\u524d\u306f\u3001\" + name + \"\u3067\u3059\u3002\" + language + \"\u9078\u629e\u3067\u3059\u3002\")\n",
+        "\n",
+        "\n",
+        "introduce_self(\"\u6771\u5927\u592a\u90ce\", \"\u4e2d\u56fd\u8a9e\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/introduce_language_fstring.ipynb b/static/function/introduce_language_fstring.ipynb
index ac86d9bdd..1e3773cd0 100644
--- a/static/function/introduce_language_fstring.ipynb
+++ b/static/function/introduce_language_fstring.ipynb
@@ -1,21 +1,21 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def introduce_self(name, language):\n",
-    "    # highlight-next-line\n",
-    "    print(f\"私の名前は、{name}です。{language}選択です。\")\n",
-    "\n",
-    "\n",
-    "introduce_self(\"東大太郎\", \"中国語\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def introduce_self(name, language):\n",
+        "    # highlight-next-line\n",
+        "    print(f\"\u79c1\u306e\u540d\u524d\u306f\u3001{name}\u3067\u3059\u3002{language}\u9078\u629e\u3067\u3059\u3002\")\n",
+        "\n",
+        "\n",
+        "introduce_self(\"\u6771\u5927\u592a\u90ce\", \"\u4e2d\u56fd\u8a9e\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/introduce_self.ipynb b/static/function/introduce_self.ipynb
index dbd206044..171d49472 100644
--- a/static/function/introduce_self.ipynb
+++ b/static/function/introduce_self.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def introduce_self(name):\n",
-    "    print(\"私の名前は、\" + name + \"です。\")\n",
-    "\n",
-    "\n",
-    "introduce_self(\"田中\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def introduce_self(name):\n",
+        "    print(\"\u79c1\u306e\u540d\u524d\u306f\u3001\" + name + \"\u3067\u3059\u3002\")\n",
+        "\n",
+        "\n",
+        "introduce_self(\"\u7530\u4e2d\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/introduce_self_fstring.ipynb b/static/function/introduce_self_fstring.ipynb
index b09ef3c2f..19a72374e 100644
--- a/static/function/introduce_self_fstring.ipynb
+++ b/static/function/introduce_self_fstring.ipynb
@@ -1,21 +1,21 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def introduce_self(name):\n",
-    "    # highlight-next-line\n",
-    "    print(f\"私の名前は、{name}です。\")\n",
-    "\n",
-    "\n",
-    "introduce_self(\"田中\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def introduce_self(name):\n",
+        "    # highlight-next-line\n",
+        "    print(f\"\u79c1\u306e\u540d\u524d\u306f\u3001{name}\u3067\u3059\u3002\")\n",
+        "\n",
+        "\n",
+        "introduce_self(\"\u7530\u4e2d\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/function/introduce_self_return_value.ipynb b/static/function/introduce_self_return_value.ipynb
index 6d37d6b2d..37bd49ee9 100644
--- a/static/function/introduce_self_return_value.ipynb
+++ b/static/function/introduce_self_return_value.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def introduce_self(name):\n",
-    "    return \"私の名前は、\" + name + \"です。\"\n",
-    "\n",
-    "\n",
-    "print(introduce_self(\"小林\"))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def introduce_self(name):\n",
+        "    return \"\u79c1\u306e\u540d\u524d\u306f\u3001\" + name + \"\u3067\u3059\u3002\"\n",
+        "\n",
+        "\n",
+        "print(introduce_self(\"\u5c0f\u6797\"))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/gaussian-elimination/gauss_jordan_elimination.ipynb b/static/gaussian-elimination/gauss_jordan_elimination.ipynb
index 08d165949..027995edb 100644
--- a/static/gaussian-elimination/gauss_jordan_elimination.ipynb
+++ b/static/gaussian-elimination/gauss_jordan_elimination.ipynb
@@ -1,47 +1,47 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gauss_jordan_elimination(a):\n",
-    "    # 前進消去\n",
-    "    for i in range(len(a)):\n",
-    "        # 部分ピボット選択\n",
-    "        max_index = i\n",
-    "        for j in range(i + 1, len(a)):\n",
-    "            if abs(a[max_index][i]) < abs(a[j][i]):\n",
-    "                max_index = j\n",
-    "                a[i], a[max_index] = a[max_index], a[i]\n",
-    "\n",
-    "        # pivot倍で行を割る\n",
-    "        pivot = a[i][i]\n",
-    "        for j in range(i, len(a[i])):\n",
-    "            a[i][j] /= pivot\n",
-    "\n",
-    "        # highlight-start\n",
-    "        # 掃き出す\n",
-    "        for j in range(len(a)):\n",
-    "            if j != i:\n",
-    "                factor = a[j][i]\n",
-    "                for k in range(i, len(a[i])):\n",
-    "                    a[j][k] -= factor * a[i][k]\n",
-    "        # highlight-end\n",
-    "    # highlight-start\n",
-    "    x = []\n",
-    "    for i in range(len(a)):\n",
-    "        x.append(a[i][len(a[i]) - 1])\n",
-    "    return x\n",
-    "    # highlight-end\n",
-    "\n",
-    "\n",
-    "print(gauss_jordan_elimination([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gauss_jordan_elimination(a):\n",
+        "    # \u524d\u9032\u6d88\u53bb\n",
+        "    for i in range(len(a)):\n",
+        "        # \u90e8\u5206\u30d4\u30dc\u30c3\u30c8\u9078\u629e\n",
+        "        max_index = i\n",
+        "        for j in range(i + 1, len(a)):\n",
+        "            if abs(a[max_index][i]) < abs(a[j][i]):\n",
+        "                max_index = j\n",
+        "                a[i], a[max_index] = a[max_index], a[i]\n",
+        "\n",
+        "        # pivot\u500d\u3067\u884c\u3092\u5272\u308b\n",
+        "        pivot = a[i][i]\n",
+        "        for j in range(i, len(a[i])):\n",
+        "            a[i][j] /= pivot\n",
+        "\n",
+        "        # highlight-start\n",
+        "        # \u6383\u304d\u51fa\u3059\n",
+        "        for j in range(len(a)):\n",
+        "            if j != i:\n",
+        "                factor = a[j][i]\n",
+        "                for k in range(i, len(a[i])):\n",
+        "                    a[j][k] -= factor * a[i][k]\n",
+        "        # highlight-end\n",
+        "    # highlight-start\n",
+        "    x = []\n",
+        "    for i in range(len(a)):\n",
+        "        x.append(a[i][len(a[i]) - 1])\n",
+        "    return x\n",
+        "    # highlight-end\n",
+        "\n",
+        "\n",
+        "print(gauss_jordan_elimination([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/gaussian-elimination/gaussian_elimination.ipynb b/static/gaussian-elimination/gaussian_elimination.ipynb
index ec954ac8e..c484fb345 100644
--- a/static/gaussian-elimination/gaussian_elimination.ipynb
+++ b/static/gaussian-elimination/gaussian_elimination.ipynb
@@ -1,39 +1,39 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gaussian_elimination(a):\n",
-    "    # 前進消去\n",
-    "    for i in range(len(a)):\n",
-    "        # pivot倍で行を割る\n",
-    "        pivot = a[i][i]\n",
-    "        for j in range(i, len(a[i])):\n",
-    "            a[i][j] /= pivot\n",
-    "\n",
-    "        # i + 1行目以降を掃き出す\n",
-    "        for j in range(i + 1, len(a)):\n",
-    "            factor = a[j][i]\n",
-    "            for k in range(i, len(a[i])):\n",
-    "                a[j][k] -= factor * a[i][k]\n",
-    "\n",
-    "    # 後退代入\n",
-    "    x = [0 for _ in range(len(a[0]) - 1)]\n",
-    "    for i in reversed(range(len(a))):\n",
-    "        x[i] = a[i][len(a[i]) - 1]\n",
-    "        for j in range(i):\n",
-    "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "print(gaussian_elimination([[1, -2, 3, 3], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gaussian_elimination(a):\n",
+        "    # \u524d\u9032\u6d88\u53bb\n",
+        "    for i in range(len(a)):\n",
+        "        # pivot\u500d\u3067\u884c\u3092\u5272\u308b\n",
+        "        pivot = a[i][i]\n",
+        "        for j in range(i, len(a[i])):\n",
+        "            a[i][j] /= pivot\n",
+        "\n",
+        "        # i + 1\u884c\u76ee\u4ee5\u964d\u3092\u6383\u304d\u51fa\u3059\n",
+        "        for j in range(i + 1, len(a)):\n",
+        "            factor = a[j][i]\n",
+        "            for k in range(i, len(a[i])):\n",
+        "                a[j][k] -= factor * a[i][k]\n",
+        "\n",
+        "    # \u5f8c\u9000\u4ee3\u5165\n",
+        "    x = [0 for _ in range(len(a[0]) - 1)]\n",
+        "    for i in reversed(range(len(a))):\n",
+        "        x[i] = a[i][len(a[i]) - 1]\n",
+        "        for j in range(i):\n",
+        "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "print(gaussian_elimination([[1, -2, 3, 3], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/gaussian-elimination/gaussian_elimination_error.ipynb b/static/gaussian-elimination/gaussian_elimination_error.ipynb
index 07f199027..85d67404e 100644
--- a/static/gaussian-elimination/gaussian_elimination_error.ipynb
+++ b/static/gaussian-elimination/gaussian_elimination_error.ipynb
@@ -1,39 +1,39 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gaussian_elimination(a):\n",
-    "    # 前進消去\n",
-    "    for i in range(len(a)):\n",
-    "        # pivot倍で行を割る\n",
-    "        pivot = a[i][i]\n",
-    "        for j in range(i, len(a[i])):\n",
-    "            a[i][j] /= pivot\n",
-    "\n",
-    "        # i + 1行目以降を掃き出す\n",
-    "        for j in range(i + 1, len(a)):\n",
-    "            factor = a[j][i]\n",
-    "            for k in range(i, len(a[i])):\n",
-    "                a[j][k] -= factor * a[i][k]\n",
-    "\n",
-    "    # 後退代入\n",
-    "    x = [0 for _ in range(len(a[0]) - 1)]\n",
-    "    for i in reversed(range(len(a))):\n",
-    "        x[i] = a[i][len(a[i]) - 1]\n",
-    "        for j in range(i):\n",
-    "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "print(gaussian_elimination([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gaussian_elimination(a):\n",
+        "    # \u524d\u9032\u6d88\u53bb\n",
+        "    for i in range(len(a)):\n",
+        "        # pivot\u500d\u3067\u884c\u3092\u5272\u308b\n",
+        "        pivot = a[i][i]\n",
+        "        for j in range(i, len(a[i])):\n",
+        "            a[i][j] /= pivot\n",
+        "\n",
+        "        # i + 1\u884c\u76ee\u4ee5\u964d\u3092\u6383\u304d\u51fa\u3059\n",
+        "        for j in range(i + 1, len(a)):\n",
+        "            factor = a[j][i]\n",
+        "            for k in range(i, len(a[i])):\n",
+        "                a[j][k] -= factor * a[i][k]\n",
+        "\n",
+        "    # \u5f8c\u9000\u4ee3\u5165\n",
+        "    x = [0 for _ in range(len(a[0]) - 1)]\n",
+        "    for i in reversed(range(len(a))):\n",
+        "        x[i] = a[i][len(a[i]) - 1]\n",
+        "        for j in range(i):\n",
+        "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "print(gaussian_elimination([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/gaussian-elimination/gaussian_elimination_revised.ipynb b/static/gaussian-elimination/gaussian_elimination_revised.ipynb
index 40784fe86..b1ca6bc8f 100644
--- a/static/gaussian-elimination/gaussian_elimination_revised.ipynb
+++ b/static/gaussian-elimination/gaussian_elimination_revised.ipynb
@@ -1,48 +1,48 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gaussian_elimination_revised(a):\n",
-    "    # 前進消去\n",
-    "    for i in range(len(a)):\n",
-    "        # highlight-start\n",
-    "        # 部分ピボット選択\n",
-    "        max_index = i\n",
-    "        for j in range(i + 1, len(a)):\n",
-    "            if abs(a[max_index][i]) < abs(a[j][i]):\n",
-    "                max_index = j\n",
-    "        a[i], a[max_index] = a[max_index], a[i]\n",
-    "        # highlight-end\n",
-    "\n",
-    "        # pivot倍で行を割る\n",
-    "        pivot = a[i][i]\n",
-    "        for j in range(i, len(a[i])):\n",
-    "            a[i][j] /= pivot\n",
-    "\n",
-    "        # i + 1行目以降を掃き出す\n",
-    "        for j in range(i + 1, len(a)):\n",
-    "            factor = a[j][i]\n",
-    "            for k in range(i, len(a[i])):\n",
-    "                a[j][k] -= factor * a[i][k]\n",
-    "\n",
-    "    # 後退代入\n",
-    "    x = [0 for _ in range(len(a[0]) - 1)]\n",
-    "    for i in reversed(range(len(a))):\n",
-    "        x[i] = a[i][len(a[i]) - 1]\n",
-    "        for j in range(i):\n",
-    "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "print(gaussian_elimination_revised([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gaussian_elimination_revised(a):\n",
+        "    # \u524d\u9032\u6d88\u53bb\n",
+        "    for i in range(len(a)):\n",
+        "        # highlight-start\n",
+        "        # \u90e8\u5206\u30d4\u30dc\u30c3\u30c8\u9078\u629e\n",
+        "        max_index = i\n",
+        "        for j in range(i + 1, len(a)):\n",
+        "            if abs(a[max_index][i]) < abs(a[j][i]):\n",
+        "                max_index = j\n",
+        "        a[i], a[max_index] = a[max_index], a[i]\n",
+        "        # highlight-end\n",
+        "\n",
+        "        # pivot\u500d\u3067\u884c\u3092\u5272\u308b\n",
+        "        pivot = a[i][i]\n",
+        "        for j in range(i, len(a[i])):\n",
+        "            a[i][j] /= pivot\n",
+        "\n",
+        "        # i + 1\u884c\u76ee\u4ee5\u964d\u3092\u6383\u304d\u51fa\u3059\n",
+        "        for j in range(i + 1, len(a)):\n",
+        "            factor = a[j][i]\n",
+        "            for k in range(i, len(a[i])):\n",
+        "                a[j][k] -= factor * a[i][k]\n",
+        "\n",
+        "    # \u5f8c\u9000\u4ee3\u5165\n",
+        "    x = [0 for _ in range(len(a[0]) - 1)]\n",
+        "    for i in reversed(range(len(a))):\n",
+        "        x[i] = a[i][len(a[i]) - 1]\n",
+        "        for j in range(i):\n",
+        "            a[j][len(a[i]) - 1] -= a[j][i] * x[i]\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "print(gaussian_elimination_revised([[0, -2, 3, 2], [-1, 3, -2, 1], [1, -1, 6, 11]]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/getting-started/comment.ipynb b/static/getting-started/comment.ipynb
index bf7f4ddcf..485bba646 100644
--- a/static/getting-started/comment.ipynb
+++ b/static/getting-started/comment.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# この部分はコメントです。\n",
-    "print(\"Hello World!\")  # この部分もコメントです。"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "# \u3053\u306e\u90e8\u5206\u306f\u30b3\u30e1\u30f3\u30c8\u3067\u3059\u3002\n",
+        "print(\"Hello World!\")  # \u3053\u306e\u90e8\u5206\u3082\u30b3\u30e1\u30f3\u30c8\u3067\u3059\u3002"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/getting-started/comment2.ipynb b/static/getting-started/comment2.ipynb
index c2b5f3754..c5cf1bc01 100644
--- a/static/getting-started/comment2.ipynb
+++ b/static/getting-started/comment2.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# 次の行は、実行されません。\n",
-    "# print(\"Hello World!\")\n",
-    "print(\"Hello World!\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "# \u6b21\u306e\u884c\u306f\u3001\u5b9f\u884c\u3055\u308c\u307e\u305b\u3093\u3002\n",
+        "# print(\"Hello World!\")\n",
+        "print(\"Hello World!\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/getting-started/hello_from_python.ipynb b/static/getting-started/hello_from_python.ipynb
index 921ff370e..2e48d798f 100644
--- a/static/getting-started/hello_from_python.ipynb
+++ b/static/getting-started/hello_from_python.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(\"Hello from Python!\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(\"Hello from Python!\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/getting-started/hello_world.ipynb b/static/getting-started/hello_world.ipynb
index 6bdc20ca5..39ef9a9dc 100644
--- a/static/getting-started/hello_world.ipynb
+++ b/static/getting-started/hello_world.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(\"Hello World!\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(\"Hello World!\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/abs.ipynb b/static/if/abs.ipynb
index a1ef41e6b..476df4c86 100644
--- a/static/if/abs.ipynb
+++ b/static/if/abs.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def abs_val(n):\n",
-    "    if n >= 0:\n",
-    "        return n\n",
-    "    else:\n",
-    "        return -n\n",
-    "\n",
-    "\n",
-    "print(abs_val(-10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def abs_val(n):\n",
+        "    if n >= 0:\n",
+        "        return n\n",
+        "    else:\n",
+        "        return -n\n",
+        "\n",
+        "\n",
+        "print(abs_val(-10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/abs2.ipynb b/static/if/abs2.ipynb
index 3ab4764c5..f9be9dea4 100644
--- a/static/if/abs2.ipynb
+++ b/static/if/abs2.ipynb
@@ -1,22 +1,22 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def abs_val(n):\n",
-    "    if n < 0:\n",
-    "        n = -n\n",
-    "    return n\n",
-    "\n",
-    "\n",
-    "print(abs_val(-10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def abs_val(n):\n",
+        "    if n < 0:\n",
+        "        n = -n\n",
+        "    return n\n",
+        "\n",
+        "\n",
+        "print(abs_val(-10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/abs_default.ipynb b/static/if/abs_default.ipynb
index e20186521..d65e001f8 100644
--- a/static/if/abs_default.ipynb
+++ b/static/if/abs_default.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(abs(-10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "print(abs(-10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/abs_math.ipynb b/static/if/abs_math.ipynb
index 39bedc17f..72932980a 100644
--- a/static/if/abs_math.ipynb
+++ b/static/if/abs_math.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "print(math.fabs(-10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "print(math.fabs(-10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/alcohol.ipynb b/static/if/alcohol.ipynb
index a7f3f0357..bffc98513 100644
--- a/static/if/alcohol.ipynb
+++ b/static/if/alcohol.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 19\n",
-    "if age < 20:\n",
-    "    print(\"お酒は二十歳になってから！\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 19\n",
+        "if age < 20:\n",
+        "    print(\"\u304a\u9152\u306f\u4e8c\u5341\u6b73\u306b\u306a\u3063\u3066\u304b\u3089\uff01\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/and.ipynb b/static/if/and.ipynb
index b0781ea2f..b2efe1f38 100644
--- a/static/if/and.ipynb
+++ b/static/if/and.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age >= 20 and age < 30)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age >= 20 and age < 30)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/below.ipynb b/static/if/below.ipynb
index b3f73ba99..8a8b48763 100644
--- a/static/if/below.ipynb
+++ b/static/if/below.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age <= 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age <= 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/comparison_operator.ipynb b/static/if/comparison_operator.ipynb
index be7d07ea3..5cdcbed57 100644
--- a/static/if/comparison_operator.ipynb
+++ b/static/if/comparison_operator.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age > 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age > 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/eq.ipynb b/static/if/eq.ipynb
index f995772cb..7c8bc1fd2 100644
--- a/static/if/eq.ipynb
+++ b/static/if/eq.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age == 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age == 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/false.ipynb b/static/if/false.ipynb
index b66a19744..e1905cae8 100644
--- a/static/if/false.ipynb
+++ b/static/if/false.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "f = False\n",
-    "print(f)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "f = False\n",
+        "print(f)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/grade.ipynb b/static/if/grade.ipynb
index c3eacebd5..2ba243e68 100644
--- a/static/if/grade.ipynb
+++ b/static/if/grade.ipynb
@@ -1,29 +1,29 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def evaluate_grade(point):\n",
-    "    if point >= 90:\n",
-    "        print(\"優上です。非常に素晴らしい成績です！\")\n",
-    "    elif point >= 80:\n",
-    "        print(\"優です。素晴らしい成績です！\")\n",
-    "    elif point >= 65:\n",
-    "        print(\"良です。よく理解できています！\")\n",
-    "    elif point >= 50:\n",
-    "        print(\"可です。よく勉強しています。\")\n",
-    "    else:\n",
-    "        print(\"不可です。もう少し頑張りましょう。\")\n",
-    "\n",
-    "\n",
-    "evaluate_grade(79)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def evaluate_grade(point):\n",
+        "    if point >= 90:\n",
+        "        print(\"\u512a\u4e0a\u3067\u3059\u3002\u975e\u5e38\u306b\u7d20\u6674\u3089\u3057\u3044\u6210\u7e3e\u3067\u3059\uff01\")\n",
+        "    elif point >= 80:\n",
+        "        print(\"\u512a\u3067\u3059\u3002\u7d20\u6674\u3089\u3057\u3044\u6210\u7e3e\u3067\u3059\uff01\")\n",
+        "    elif point >= 65:\n",
+        "        print(\"\u826f\u3067\u3059\u3002\u3088\u304f\u7406\u89e3\u3067\u304d\u3066\u3044\u307e\u3059\uff01\")\n",
+        "    elif point >= 50:\n",
+        "        print(\"\u53ef\u3067\u3059\u3002\u3088\u304f\u52c9\u5f37\u3057\u3066\u3044\u307e\u3059\u3002\")\n",
+        "    else:\n",
+        "        print(\"\u4e0d\u53ef\u3067\u3059\u3002\u3082\u3046\u5c11\u3057\u9811\u5f35\u308a\u307e\u3057\u3087\u3046\u3002\")\n",
+        "\n",
+        "\n",
+        "evaluate_grade(79)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/greater.ipynb b/static/if/greater.ipynb
index be7d07ea3..5cdcbed57 100644
--- a/static/if/greater.ipynb
+++ b/static/if/greater.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age > 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age > 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/greater_val.ipynb b/static/if/greater_val.ipynb
index 648986054..45af1a6c1 100644
--- a/static/if/greater_val.ipynb
+++ b/static/if/greater_val.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def greater_val(a, b):\n",
-    "    if a > b:\n",
-    "        return a\n",
-    "    else:\n",
-    "        return b\n",
-    "\n",
-    "\n",
-    "print(greater_val(7, 5))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def greater_val(a, b):\n",
+        "    if a > b:\n",
+        "        return a\n",
+        "    else:\n",
+        "        return b\n",
+        "\n",
+        "\n",
+        "print(greater_val(7, 5))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/legal_age.ipynb b/static/if/legal_age.ipynb
index 274b9d040..4d9c54496 100644
--- a/static/if/legal_age.ipynb
+++ b/static/if/legal_age.ipynb
@@ -1,21 +1,21 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "if age >= 18:\n",
-    "    print(\"成人です。\")\n",
-    "else:\n",
-    "    print(\"未成年です。\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "if age >= 18:\n",
+        "    print(\"\u6210\u4eba\u3067\u3059\u3002\")\n",
+        "else:\n",
+        "    print(\"\u672a\u6210\u5e74\u3067\u3059\u3002\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/less_than.ipynb b/static/if/less_than.ipynb
index e9fd1235b..223315024 100644
--- a/static/if/less_than.ipynb
+++ b/static/if/less_than.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age < 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age < 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/logical_operator.ipynb b/static/if/logical_operator.ipynb
index d7575307a..5c06d7c7f 100644
--- a/static/if/logical_operator.ipynb
+++ b/static/if/logical_operator.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age > 20 or age == 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age > 20 or age == 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/logical_operator_another.ipynb b/static/if/logical_operator_another.ipynb
index 22daec4a9..847df8130 100644
--- a/static/if/logical_operator_another.ipynb
+++ b/static/if/logical_operator_another.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age >= 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age >= 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/multi_comparison_operator.ipynb b/static/if/multi_comparison_operator.ipynb
index ce9d0b6af..ead1894f7 100644
--- a/static/if/multi_comparison_operator.ipynb
+++ b/static/if/multi_comparison_operator.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(10 < age < 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(10 < age < 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/neq.ipynb b/static/if/neq.ipynb
index 701391dbe..1b3aa0369 100644
--- a/static/if/neq.ipynb
+++ b/static/if/neq.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age != 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age != 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/not.ipynb b/static/if/not.ipynb
index fb924eeb7..4c95bf8c5 100644
--- a/static/if/not.ipynb
+++ b/static/if/not.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(not age >= 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(not age >= 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/or.ipynb b/static/if/or.ipynb
index ce61176a6..60cc3a347 100644
--- a/static/if/or.ipynb
+++ b/static/if/or.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age < 20 or age > 70)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age < 20 or age > 70)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/over.ipynb b/static/if/over.ipynb
index 22daec4a9..847df8130 100644
--- a/static/if/over.ipynb
+++ b/static/if/over.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "\n",
-    "print(age >= 20)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "\n",
+        "print(age >= 20)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/the_right_to_vote.ipynb b/static/if/the_right_to_vote.ipynb
index c1ffc0a47..4a91e82aa 100644
--- a/static/if/the_right_to_vote.ipynb
+++ b/static/if/the_right_to_vote.ipynb
@@ -1,22 +1,22 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "age = 18\n",
-    "if age < 18:\n",
-    "    print(\"選挙権はありません。\")\n",
-    "elif age < 25:\n",
-    "    print(\"投票することができます。\")\n",
-    "else:\n",
-    "    print(\"衆議院議員に立候補することができます。\")"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "age = 18\n",
+        "if age < 18:\n",
+        "    print(\"\u9078\u6319\u6a29\u306f\u3042\u308a\u307e\u305b\u3093\u3002\")\n",
+        "elif age < 25:\n",
+        "    print(\"\u6295\u7968\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\")\n",
+        "else:\n",
+        "    print(\"\u8846\u8b70\u9662\u8b70\u54e1\u306b\u7acb\u5019\u88dc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\")"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/if/true.ipynb b/static/if/true.ipynb
index 1a77968c7..d10c81fb1 100644
--- a/static/if/true.ipynb
+++ b/static/if/true.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "t = True\n",
-    "print(t)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "t = True\n",
+        "print(t)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/append.ipynb b/static/image/append.ipynb
index 38f22b1f2..78bcd4680 100644
--- a/static/image/append.ipynb
+++ b/static/image/append.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "a = [1, 2]\n",
-    "a.append(3)\n",
-    "print(a)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "a = [1, 2]\n",
+        "a.append(3)\n",
+        "print(a)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/black_and_white.ipynb b/static/image/black_and_white.ipynb
index b3608f12f..a7e941244 100644
--- a/static/image/black_and_white.ipynb
+++ b/static/image/black_and_white.ipynb
@@ -1,37 +1,37 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = [[0, 0, 0], [1, 1, 1], [0, 0, 0]]\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "image = [[0, 0, 0], [1, 1, 1], [0, 0, 0]]\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/black_to_green.ipynb b/static/image/black_to_green.ipynb
index afcad4071..5d100c61e 100644
--- a/static/image/black_to_green.ipynb
+++ b/static/image/black_to_green.ipynb
@@ -1,43 +1,43 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "n = 100\n",
-    "image = []\n",
-    "for i in range(n):\n",
-    "    row = []\n",
-    "    for j in range(n):\n",
-    "        row.append([0, j / (n - 1), 0])\n",
-    "    image.append(row)\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "n = 100\n",
+        "image = []\n",
+        "for i in range(n):\n",
+        "    row = []\n",
+        "    for j in range(n):\n",
+        "        row.append([0, j / (n - 1), 0])\n",
+        "    image.append(row)\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/black_to_red.ipynb b/static/image/black_to_red.ipynb
index 87fe0821f..08ac140e5 100644
--- a/static/image/black_to_red.ipynb
+++ b/static/image/black_to_red.ipynb
@@ -1,37 +1,37 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = [[[0, 0, 0], [0.25, 0, 0], [0.5, 0, 0], [0.75, 0, 0], [1, 0, 0]]]\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "image = [[[0, 0, 0], [0.25, 0, 0], [0.5, 0, 0], [0.75, 0, 0], [1, 0, 0]]]\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/color.ipynb b/static/image/color.ipynb
index 1e0a42489..2748ffefd 100644
--- a/static/image/color.ipynb
+++ b/static/image/color.ipynb
@@ -1,37 +1,37 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = [[[1, 0, 0], [0, 1, 0], [0, 0, 1]]]\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "image = [[[1, 0, 0], [0, 1, 0], [0, 0, 1]]]\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/gradation.ipynb b/static/image/gradation.ipynb
index be0ce63a8..1edbaf6a8 100644
--- a/static/image/gradation.ipynb
+++ b/static/image/gradation.ipynb
@@ -1,63 +1,63 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_weighted_mean(top_left, top_right, bottom_left, bottom_right, s, t):\n",
-    "    return (top_left * (1 - s) + top_right * s) * (1 - t) + (\n",
-    "        bottom_left * (1 - s) + bottom_right * s\n",
-    "    ) * t\n",
-    "\n",
-    "\n",
-    "image = []\n",
-    "n = 100\n",
-    "for i in range(n):\n",
-    "    row = []\n",
-    "    for j in range(n):\n",
-    "        top_left = [1, 1, 1]\n",
-    "        top_right = [1, 0, 0]\n",
-    "        bottom_left = [0, 1, 0]\n",
-    "        bottom_right = [0, 0, 1]\n",
-    "        row.append([0, 0, 0])\n",
-    "        for k in range(3):\n",
-    "            row[j][k] = calc_weighted_mean(\n",
-    "                top_left[k],\n",
-    "                top_right[k],\n",
-    "                bottom_left[k],\n",
-    "                bottom_right[k],\n",
-    "                j / (n - 1),\n",
-    "                i / (n - 1),\n",
-    "            )\n",
-    "    image.append(row)\n",
-    "\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def calc_weighted_mean(top_left, top_right, bottom_left, bottom_right, s, t):\n",
+        "    return (top_left * (1 - s) + top_right * s) * (1 - t) + (\n",
+        "        bottom_left * (1 - s) + bottom_right * s\n",
+        "    ) * t\n",
+        "\n",
+        "\n",
+        "image = []\n",
+        "n = 100\n",
+        "for i in range(n):\n",
+        "    row = []\n",
+        "    for j in range(n):\n",
+        "        top_left = [1, 1, 1]\n",
+        "        top_right = [1, 0, 0]\n",
+        "        bottom_left = [0, 1, 0]\n",
+        "        bottom_right = [0, 0, 1]\n",
+        "        row.append([0, 0, 0])\n",
+        "        for k in range(3):\n",
+        "            row[j][k] = calc_weighted_mean(\n",
+        "                top_left[k],\n",
+        "                top_right[k],\n",
+        "                bottom_left[k],\n",
+        "                bottom_right[k],\n",
+        "                j / (n - 1),\n",
+        "                i / (n - 1),\n",
+        "            )\n",
+        "    image.append(row)\n",
+        "\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/grayscale.ipynb b/static/image/grayscale.ipynb
index 73f5bd0a8..e450e6ddc 100644
--- a/static/image/grayscale.ipynb
+++ b/static/image/grayscale.ipynb
@@ -1,37 +1,37 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = [[0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1]]\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "image = [[0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1]]\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/lattice_pattern.ipynb b/static/image/lattice_pattern.ipynb
index 56645f233..8762991b3 100644
--- a/static/image/lattice_pattern.ipynb
+++ b/static/image/lattice_pattern.ipynb
@@ -1,44 +1,44 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "image = [\n",
-    "    [1, 0, 1, 0, 1, 0],\n",
-    "    [0, 1, 0, 1, 0, 1],\n",
-    "    [1, 0, 1, 0, 1, 0],\n",
-    "    [0, 1, 0, 1, 0, 1],\n",
-    "    [1, 0, 1, 0, 1, 0],\n",
-    "    [0, 1, 0, 1, 0, 1],\n",
-    "]\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "image = [\n",
+        "    [1, 0, 1, 0, 1, 0],\n",
+        "    [0, 1, 0, 1, 0, 1],\n",
+        "    [1, 0, 1, 0, 1, 0],\n",
+        "    [0, 1, 0, 1, 0, 1],\n",
+        "    [1, 0, 1, 0, 1, 0],\n",
+        "    [0, 1, 0, 1, 0, 1],\n",
+        "]\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/image/white_to_blue.ipynb b/static/image/white_to_blue.ipynb
index c490952cd..0ba3a4ed2 100644
--- a/static/image/white_to_blue.ipynb
+++ b/static/image/white_to_blue.ipynb
@@ -1,51 +1,51 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "n = 100\n",
-    "image = []\n",
-    "for i in range(n):\n",
-    "    row = []\n",
-    "    for j in range(n):\n",
-    "        right_color = [0, 0, 1]\n",
-    "        left_color = [1, 1, 1]\n",
-    "        row.append(\n",
-    "            [\n",
-    "                (left_color[0] * (n - 1 - j) + right_color[0] * j) / (n - 1),\n",
-    "                (left_color[1] * (n - 1 - j) + right_color[1] * j) / (n - 1),\n",
-    "                (left_color[2] * (n - 1 - j) + right_color[2] * j) / (n - 1),\n",
-    "            ]\n",
-    "        )\n",
-    "    image.append(row)\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "n = 100\n",
+        "image = []\n",
+        "for i in range(n):\n",
+        "    row = []\n",
+        "    for j in range(n):\n",
+        "        right_color = [0, 0, 1]\n",
+        "        left_color = [1, 1, 1]\n",
+        "        row.append(\n",
+        "            [\n",
+        "                (left_color[0] * (n - 1 - j) + right_color[0] * j) / (n - 1),\n",
+        "                (left_color[1] * (n - 1 - j) + right_color[1] * j) / (n - 1),\n",
+        "                (left_color[2] * (n - 1 - j) + right_color[2] * j) / (n - 1),\n",
+        "            ]\n",
+        "        )\n",
+        "    image.append(row)\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/calc_e.ipynb b/static/library/calc_e.ipynb
index d624b589b..c47210e27 100644
--- a/static/library/calc_e.ipynb
+++ b/static/library/calc_e.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.e"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.e"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/calc_e_2.ipynb b/static/library/calc_e_2.ipynb
index be66fed74..2384e60f1 100644
--- a/static/library/calc_e_2.ipynb
+++ b/static/library/calc_e_2.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.exp(1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.exp(1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/ceil.ipynb b/static/library/ceil.ipynb
index c17e5db58..0a02a2c1d 100644
--- a/static/library/ceil.ipynb
+++ b/static/library/ceil.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.ceil(3.2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.ceil(3.2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/cos.ipynb b/static/library/cos.ipynb
index 77210fc25..7b66f135f 100644
--- a/static/library/cos.ipynb
+++ b/static/library/cos.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.cos(1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.cos(1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/exp.ipynb b/static/library/exp.ipynb
index 97d654c39..47582c998 100644
--- a/static/library/exp.ipynb
+++ b/static/library/exp.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.exp(2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.exp(2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/fabs.ipynb b/static/library/fabs.ipynb
index d0df2788e..2458e877c 100644
--- a/static/library/fabs.ipynb
+++ b/static/library/fabs.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.fabs(-4)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.fabs(-4)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/floor.ipynb b/static/library/floor.ipynb
index eb86dafa8..289aa282e 100644
--- a/static/library/floor.ipynb
+++ b/static/library/floor.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.floor(3.2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.floor(3.2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/log.ipynb b/static/library/log.ipynb
index 3a16b9127..69416a937 100644
--- a/static/library/log.ipynb
+++ b/static/library/log.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.log(8, 2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.log(8, 2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/math_example.ipynb b/static/library/math_example.ipynb
index 6c4b3b6f6..15522a321 100644
--- a/static/library/math_example.ipynb
+++ b/static/library/math_example.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.fabs(-2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.fabs(-2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/pi.ipynb b/static/library/pi.ipynb
index cb53adb0c..fa730891f 100644
--- a/static/library/pi.ipynb
+++ b/static/library/pi.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.pi"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.pi"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/sin.ipynb b/static/library/sin.ipynb
index 43ae5c81b..6075f67fe 100644
--- a/static/library/sin.ipynb
+++ b/static/library/sin.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.sin(1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.sin(1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/sin_90.ipynb b/static/library/sin_90.ipynb
index 426668153..3c81f16c0 100644
--- a/static/library/sin_90.ipynb
+++ b/static/library/sin_90.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "PI = math.pi\n",
-    "math.sin(PI / 2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "PI = math.pi\n",
+        "math.sin(PI / 2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/sqrt.ipynb b/static/library/sqrt.ipynb
index 5680ba5a0..10552f6b2 100644
--- a/static/library/sqrt.ipynb
+++ b/static/library/sqrt.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.sqrt(2)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.sqrt(2)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/library/tan.ipynb b/static/library/tan.ipynb
index 4e1c505ff..4c0cb9f64 100644
--- a/static/library/tan.ipynb
+++ b/static/library/tan.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "math.tan(1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "math.tan(1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/count_neighbors.ipynb b/static/life-game/count_neighbors.ipynb
index 2b4506e84..ff7dec892 100644
--- a/static/life-game/count_neighbors.ipynb
+++ b/static/life-game/count_neighbors.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            # highlight-next-line\n",
-    "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
-    "                cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
-    "print(count_neighbors(board, 0, 0))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            # highlight-next-line\n",
+        "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
+        "                cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
+        "print(count_neighbors(board, 0, 0))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/count_neighbors_draft.ipynb b/static/life-game/count_neighbors_draft.ipynb
index 5bf2266cd..2e2e7d1fe 100644
--- a/static/life-game/count_neighbors_draft.ipynb
+++ b/static/life-game/count_neighbors_draft.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
-    "print(count_neighbors(board, 1, 1))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
+        "print(count_neighbors(board, 1, 1))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/is_alive.ipynb b/static/life-game/is_alive.ipynb
index ce480ff71..79d1773e6 100644
--- a/static/life-game/is_alive.ipynb
+++ b/static/life-game/is_alive.ipynb
@@ -1,46 +1,46 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
-    "                cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "def is_alive(board, i, j):\n",
-    "    neighbors_cnt = count_neighbors(board, i, j)\n",
-    "    if board[i][j] == 0:\n",
-    "        if neighbors_cnt == 3:\n",
-    "            return 1\n",
-    "        else:\n",
-    "            return 0\n",
-    "    else:\n",
-    "        if 2 <= neighbors_cnt <= 3:\n",
-    "            return 1\n",
-    "        elif neighbors_cnt <= 1:\n",
-    "            return 0\n",
-    "        elif neighbors_cnt >= 4:\n",
-    "            return 0\n",
-    "\n",
-    "\n",
-    "# highlight-end\n",
-    "\n",
-    "\n",
-    "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
-    "print(is_alive(board, 0, 0))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
+        "                cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "def is_alive(board, i, j):\n",
+        "    neighbors_cnt = count_neighbors(board, i, j)\n",
+        "    if board[i][j] == 0:\n",
+        "        if neighbors_cnt == 3:\n",
+        "            return 1\n",
+        "        else:\n",
+        "            return 0\n",
+        "    else:\n",
+        "        if 2 <= neighbors_cnt <= 3:\n",
+        "            return 1\n",
+        "        elif neighbors_cnt <= 1:\n",
+        "            return 0\n",
+        "        elif neighbors_cnt >= 4:\n",
+        "            return 0\n",
+        "\n",
+        "\n",
+        "# highlight-end\n",
+        "\n",
+        "\n",
+        "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
+        "print(is_alive(board, 0, 0))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/life_game.ipynb b/static/life-game/life_game.ipynb
index d07c6bbf9..3dc60eb6a 100644
--- a/static/life-game/life_game.ipynb
+++ b/static/life-game/life_game.ipynb
@@ -1,91 +1,91 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
-    "                cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "def is_alive(board, i, j):\n",
-    "    neighbors_cnt = count_neighbors(board, i, j)\n",
-    "    if board[i][j] == 0:\n",
-    "        if neighbors_cnt == 3:\n",
-    "            return 1\n",
-    "        else:\n",
-    "            return 0\n",
-    "    else:\n",
-    "        if 2 <= neighbors_cnt <= 3:\n",
-    "            return 1\n",
-    "        elif neighbors_cnt <= 1:\n",
-    "            return 0\n",
-    "        elif neighbors_cnt >= 4:\n",
-    "            return 0\n",
-    "\n",
-    "\n",
-    "def next_generation(board):\n",
-    "    row = len(board)\n",
-    "    column = len(board[0])\n",
-    "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
-    "    for i in range(len(board)):\n",
-    "        for j in range(len(board[0])):\n",
-    "            next_board[i][j] = is_alive(board, i, j)\n",
-    "    return next_board\n",
-    "\n",
-    "\n",
-    "def life_game(board, n):\n",
-    "    results = [0 for _ in range(n)]\n",
-    "    results[0] = board\n",
-    "    for i in range(1, n):\n",
-    "        results[i] = next_generation(results[i - 1])\n",
-    "    return results\n",
-    "\n",
-    "\n",
-    "data = [\n",
-    "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
-    "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
-    "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
-    "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
-    "    [0, 0, 0, 0, 1, 1, 1, 0],\n",
-    "    [0, 0, 0, 0, 1, 0, 0, 0],\n",
-    "    [0, 0, 0, 0, 0, 1, 0, 0],\n",
-    "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
-    "]\n",
-    "n = 20\n",
-    "images = life_game(data, n)\n",
-    "ita.plot.animation_show(images)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
+        "                cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "def is_alive(board, i, j):\n",
+        "    neighbors_cnt = count_neighbors(board, i, j)\n",
+        "    if board[i][j] == 0:\n",
+        "        if neighbors_cnt == 3:\n",
+        "            return 1\n",
+        "        else:\n",
+        "            return 0\n",
+        "    else:\n",
+        "        if 2 <= neighbors_cnt <= 3:\n",
+        "            return 1\n",
+        "        elif neighbors_cnt <= 1:\n",
+        "            return 0\n",
+        "        elif neighbors_cnt >= 4:\n",
+        "            return 0\n",
+        "\n",
+        "\n",
+        "def next_generation(board):\n",
+        "    row = len(board)\n",
+        "    column = len(board[0])\n",
+        "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
+        "    for i in range(len(board)):\n",
+        "        for j in range(len(board[0])):\n",
+        "            next_board[i][j] = is_alive(board, i, j)\n",
+        "    return next_board\n",
+        "\n",
+        "\n",
+        "def life_game(board, n):\n",
+        "    results = [0 for _ in range(n)]\n",
+        "    results[0] = board\n",
+        "    for i in range(1, n):\n",
+        "        results[i] = next_generation(results[i - 1])\n",
+        "    return results\n",
+        "\n",
+        "\n",
+        "data = [\n",
+        "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
+        "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
+        "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
+        "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
+        "    [0, 0, 0, 0, 1, 1, 1, 0],\n",
+        "    [0, 0, 0, 0, 1, 0, 0, 0],\n",
+        "    [0, 0, 0, 0, 0, 1, 0, 0],\n",
+        "    [0, 0, 0, 0, 0, 0, 0, 0],\n",
+        "]\n",
+        "n = 20\n",
+        "images = life_game(data, n)\n",
+        "ita.plot.animation_show(images)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/life_game_func.ipynb b/static/life-game/life_game_func.ipynb
index 850d9337d..a1a9742ec 100644
--- a/static/life-game/life_game_func.ipynb
+++ b/static/life-game/life_game_func.ipynb
@@ -1,83 +1,83 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
-    "                cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "def is_alive(board, i, j):\n",
-    "    neighbors_cnt = count_neighbors(board, i, j)\n",
-    "    if board[i][j] == 0:\n",
-    "        if neighbors_cnt == 3:\n",
-    "            return 1\n",
-    "        else:\n",
-    "            return 0\n",
-    "    else:\n",
-    "        if 2 <= neighbors_cnt <= 3:\n",
-    "            return 1\n",
-    "        elif neighbors_cnt <= 1:\n",
-    "            return 0\n",
-    "        elif neighbors_cnt >= 4:\n",
-    "            return 0\n",
-    "\n",
-    "\n",
-    "def next_generation(board):\n",
-    "    row = len(board)\n",
-    "    column = len(board[0])\n",
-    "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
-    "    for i in range(len(board)):\n",
-    "        for j in range(len(board[0])):\n",
-    "            next_board[i][j] = is_alive(board, i, j)\n",
-    "    return next_board\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "def life_game(board, n):\n",
-    "    results = [0 for _ in range(n)]\n",
-    "    results[0] = board\n",
-    "    for i in range(1, n):\n",
-    "        results[i] = next_generation(results[i - 1])\n",
-    "    return results\n",
-    "\n",
-    "\n",
-    "# highlight-end\n",
-    "\n",
-    "\n",
-    "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
-    "n = 20\n",
-    "print(life_game(board, n))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
+        "                cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "def is_alive(board, i, j):\n",
+        "    neighbors_cnt = count_neighbors(board, i, j)\n",
+        "    if board[i][j] == 0:\n",
+        "        if neighbors_cnt == 3:\n",
+        "            return 1\n",
+        "        else:\n",
+        "            return 0\n",
+        "    else:\n",
+        "        if 2 <= neighbors_cnt <= 3:\n",
+        "            return 1\n",
+        "        elif neighbors_cnt <= 1:\n",
+        "            return 0\n",
+        "        elif neighbors_cnt >= 4:\n",
+        "            return 0\n",
+        "\n",
+        "\n",
+        "def next_generation(board):\n",
+        "    row = len(board)\n",
+        "    column = len(board[0])\n",
+        "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
+        "    for i in range(len(board)):\n",
+        "        for j in range(len(board[0])):\n",
+        "            next_board[i][j] = is_alive(board, i, j)\n",
+        "    return next_board\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "def life_game(board, n):\n",
+        "    results = [0 for _ in range(n)]\n",
+        "    results[0] = board\n",
+        "    for i in range(1, n):\n",
+        "        results[i] = next_generation(results[i - 1])\n",
+        "    return results\n",
+        "\n",
+        "\n",
+        "# highlight-end\n",
+        "\n",
+        "\n",
+        "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
+        "n = 20\n",
+        "print(life_game(board, n))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/life-game/next_generation.ipynb b/static/life-game/next_generation.ipynb
index 4f4c2e81f..5368643ca 100644
--- a/static/life-game/next_generation.ipynb
+++ b/static/life-game/next_generation.ipynb
@@ -1,74 +1,74 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def count_neighbors(board, i, j):\n",
-    "    cnt = 0\n",
-    "    for k in range(i - 1, i + 2):\n",
-    "        for l in range(j - 1, j + 2):\n",
-    "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
-    "                cnt += board[k][l]\n",
-    "    return cnt - board[i][j]\n",
-    "\n",
-    "\n",
-    "def is_alive(board, i, j):\n",
-    "    neighbors_cnt = count_neighbors(board, i, j)\n",
-    "    if board[i][j] == 0:\n",
-    "        if neighbors_cnt == 3:\n",
-    "            return 1\n",
-    "        else:\n",
-    "            return 0\n",
-    "    else:\n",
-    "        if 2 <= neighbors_cnt <= 3:\n",
-    "            return 1\n",
-    "        elif neighbors_cnt <= 1:\n",
-    "            return 0\n",
-    "        elif neighbors_cnt >= 4:\n",
-    "            return 0\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "def next_generation(board):\n",
-    "    row = len(board)\n",
-    "    column = len(board[0])\n",
-    "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
-    "    for i in range(len(board)):\n",
-    "        for j in range(len(board[0])):\n",
-    "            next_board[i][j] = is_alive(board, i, j)\n",
-    "    return next_board\n",
-    "\n",
-    "\n",
-    "# highlight-end\n",
-    "\n",
-    "\n",
-    "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
-    "print(next_generation(board))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def count_neighbors(board, i, j):\n",
+        "    cnt = 0\n",
+        "    for k in range(i - 1, i + 2):\n",
+        "        for l in range(j - 1, j + 2):\n",
+        "            if 0 <= k < len(board) and 0 <= l < len(board[k]):\n",
+        "                cnt += board[k][l]\n",
+        "    return cnt - board[i][j]\n",
+        "\n",
+        "\n",
+        "def is_alive(board, i, j):\n",
+        "    neighbors_cnt = count_neighbors(board, i, j)\n",
+        "    if board[i][j] == 0:\n",
+        "        if neighbors_cnt == 3:\n",
+        "            return 1\n",
+        "        else:\n",
+        "            return 0\n",
+        "    else:\n",
+        "        if 2 <= neighbors_cnt <= 3:\n",
+        "            return 1\n",
+        "        elif neighbors_cnt <= 1:\n",
+        "            return 0\n",
+        "        elif neighbors_cnt >= 4:\n",
+        "            return 0\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "def next_generation(board):\n",
+        "    row = len(board)\n",
+        "    column = len(board[0])\n",
+        "    next_board = [[0 for _ in range(column)] for _ in range(row)]\n",
+        "    for i in range(len(board)):\n",
+        "        for j in range(len(board[0])):\n",
+        "            next_board[i][j] = is_alive(board, i, j)\n",
+        "    return next_board\n",
+        "\n",
+        "\n",
+        "# highlight-end\n",
+        "\n",
+        "\n",
+        "board = [[1, 1, 0], [1, 0, 0], [0, 0, 0]]\n",
+        "print(next_generation(board))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/calc_pi.ipynb b/static/monte-carlo/calc_pi.ipynb
index 0251b8079..6a73044ee 100644
--- a/static/monte-carlo/calc_pi.ipynb
+++ b/static/monte-carlo/calc_pi.ipynb
@@ -1,35 +1,35 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_pi(n):\n",
-    "    s = 0\n",
-    "    for _ in range(n):\n",
-    "        x = random.random()\n",
-    "        y = random.random()\n",
-    "        if x**2 + y**2 < 1:\n",
-    "            s += 1\n",
-    "    return s / n * 4\n",
-    "\n",
-    "\n",
-    "print(calc_pi(1000000))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def calc_pi(n):\n",
+        "    s = 0\n",
+        "    for _ in range(n):\n",
+        "        x = random.random()\n",
+        "        y = random.random()\n",
+        "        if x**2 + y**2 < 1:\n",
+        "            s += 1\n",
+        "    return s / n * 4\n",
+        "\n",
+        "\n",
+        "print(calc_pi(1000000))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/coin_toss.ipynb b/static/monte-carlo/coin_toss.ipynb
index 7337c4e99..4253f2c65 100644
--- a/static/monte-carlo/coin_toss.ipynb
+++ b/static/monte-carlo/coin_toss.ipynb
@@ -1,33 +1,33 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_coin_probability(n):\n",
-    "    head = 0\n",
-    "    for _ in range(n):\n",
-    "        if random.randint(0, 1) == 1:\n",
-    "            head += 1\n",
-    "    return head / n\n",
-    "\n",
-    "\n",
-    "print(calc_coin_probability(100000))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def calc_coin_probability(n):\n",
+        "    head = 0\n",
+        "    for _ in range(n):\n",
+        "        if random.randint(0, 1) == 1:\n",
+        "            head += 1\n",
+        "    return head / n\n",
+        "\n",
+        "\n",
+        "print(calc_coin_probability(100000))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/dice.ipynb b/static/monte-carlo/dice.ipynb
index ae45ca3c4..477fa2dd9 100644
--- a/static/monte-carlo/dice.ipynb
+++ b/static/monte-carlo/dice.ipynb
@@ -1,33 +1,33 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_dice_probability(n):\n",
-    "    one = 0\n",
-    "    for _ in range(n):\n",
-    "        if random.randint(1, 6) == 1:\n",
-    "            one += 1\n",
-    "    return one / n\n",
-    "\n",
-    "\n",
-    "print(calc_dice_probability(100000))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def calc_dice_probability(n):\n",
+        "    one = 0\n",
+        "    for _ in range(n):\n",
+        "        if random.randint(1, 6) == 1:\n",
+        "            one += 1\n",
+        "    return one / n\n",
+        "\n",
+        "\n",
+        "print(calc_dice_probability(100000))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/randint.ipynb b/static/monte-carlo/randint.ipynb
index 1bfdb0d38..e7e0df934 100644
--- a/static/monte-carlo/randint.ipynb
+++ b/static/monte-carlo/randint.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(random.randint(2, 4))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "print(random.randint(2, 4))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/random.ipynb b/static/monte-carlo/random.ipynb
index 759019c73..70936d56e 100644
--- a/static/monte-carlo/random.ipynb
+++ b/static/monte-carlo/random.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(random.random())"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "print(random.random())"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/randrange.ipynb b/static/monte-carlo/randrange.ipynb
index 7fd38904e..c602f042a 100644
--- a/static/monte-carlo/randrange.ipynb
+++ b/static/monte-carlo/randrange.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(random.randrange(2, 4, 1))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "print(random.randrange(2, 4, 1))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/monte-carlo/uniform.ipynb b/static/monte-carlo/uniform.ipynb
index e3791f67f..d492ccfdb 100644
--- a/static/monte-carlo/uniform.ipynb
+++ b/static/monte-carlo/uniform.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import random"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(random.uniform(2, 4))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import random"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "print(random.uniform(2, 4))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/multi-array/calc_sum.ipynb b/static/multi-array/calc_sum.ipynb
index 17e6c4155..2095f1ab5 100644
--- a/static/multi-array/calc_sum.ipynb
+++ b/static/multi-array/calc_sum.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum1d(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += scores[i]\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "a_scores = [83, 75, 32]\n",
-    "b_scores = [73, 53, 84]\n",
-    "c_scores = [63, 48, 64]\n",
-    "\n",
-    "print(calc_sum1d(a_scores) + calc_sum1d(b_scores) + calc_sum1d(c_scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum1d(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += scores[i]\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "a_scores = [83, 75, 32]\n",
+        "b_scores = [73, 53, 84]\n",
+        "c_scores = [63, 48, 64]\n",
+        "\n",
+        "print(calc_sum1d(a_scores) + calc_sum1d(b_scores) + calc_sum1d(c_scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/multi-array/calc_sum3d.ipynb b/static/multi-array/calc_sum3d.ipynb
index 04dc38cd7..d0f3753a5 100644
--- a/static/multi-array/calc_sum3d.ipynb
+++ b/static/multi-array/calc_sum3d.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum3d(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        for j in range(len(scores[i])):\n",
-    "            for k in range(len(scores[i][j])):\n",
-    "                sum_val += scores[i][j][k]\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "scores = [[[51, 56, 10], [47, 52, 58]], [[24, 92, 34], [28, 44, 19]]]\n",
-    "\n",
-    "print(calc_sum3d(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum3d(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        for j in range(len(scores[i])):\n",
+        "            for k in range(len(scores[i][j])):\n",
+        "                sum_val += scores[i][j][k]\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "scores = [[[51, 56, 10], [47, 52, 58]], [[24, 92, 34], [28, 44, 19]]]\n",
+        "\n",
+        "print(calc_sum3d(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/multi-array/calc_sum_revised.ipynb b/static/multi-array/calc_sum_revised.ipynb
index 5e904e94a..498d65d41 100644
--- a/static/multi-array/calc_sum_revised.ipynb
+++ b/static/multi-array/calc_sum_revised.ipynb
@@ -1,26 +1,26 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum2d(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        for j in range(len(scores[i])):\n",
-    "            sum_val += scores[i][j]\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "scores = [[83, 75, 32], [73, 53, 84], [63, 48, 64]]\n",
-    "\n",
-    "print(calc_sum2d(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum2d(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        for j in range(len(scores[i])):\n",
+        "            sum_val += scores[i][j]\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "scores = [[83, 75, 32], [73, 53, 84], [63, 48, 64]]\n",
+        "\n",
+        "print(calc_sum2d(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/multi-array/total_score_max.ipynb b/static/multi-array/total_score_max.ipynb
index dd11b8099..8c4be4ad8 100644
--- a/static/multi-array/total_score_max.ipynb
+++ b/static/multi-array/total_score_max.ipynb
@@ -1,38 +1,38 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum1d(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += scores[i]\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "def calc_total_score_max(scores):\n",
-    "    max_score = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        total_score = calc_sum1d(scores[i])\n",
-    "        if max_score < total_score:\n",
-    "            max_score = total_score\n",
-    "    return max_score\n",
-    "\n",
-    "\n",
-    "# highlight-end\n",
-    "\n",
-    "\n",
-    "scores = [[83, 75, 32], [73, 53, 84], [63, 48, 64]]\n",
-    "\n",
-    "print(calc_total_score_max(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum1d(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += scores[i]\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "def calc_total_score_max(scores):\n",
+        "    max_score = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        total_score = calc_sum1d(scores[i])\n",
+        "        if max_score < total_score:\n",
+        "            max_score = total_score\n",
+        "    return max_score\n",
+        "\n",
+        "\n",
+        "# highlight-end\n",
+        "\n",
+        "\n",
+        "scores = [[83, 75, 32], [73, 53, 84], [63, 48, 64]]\n",
+        "\n",
+        "print(calc_total_score_max(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/multi-array/total_score_max_2d.ipynb b/static/multi-array/total_score_max_2d.ipynb
index 84f59e97b..2c905d6b5 100644
--- a/static/multi-array/total_score_max_2d.ipynb
+++ b/static/multi-array/total_score_max_2d.ipynb
@@ -1,39 +1,39 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum1d(scores):\n",
-    "    sum_val = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        sum_val += scores[i]\n",
-    "    return sum_val\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "def calc_total_score_max_2d(scores):\n",
-    "    max_score = 0\n",
-    "    for i in range(len(scores)):\n",
-    "        for j in range(len(scores[i])):\n",
-    "            total_score = calc_sum1d(scores[i][j])\n",
-    "            if max_score < total_score:\n",
-    "                max_score = total_score\n",
-    "    return max_score\n",
-    "\n",
-    "\n",
-    "# highlight-end\n",
-    "\n",
-    "\n",
-    "scores = [[[51, 56, 10], [47, 52, 58]], [[24, 92, 34], [28, 44, 19]]]\n",
-    "\n",
-    "print(calc_total_score_max_2d(scores))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum1d(scores):\n",
+        "    sum_val = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        sum_val += scores[i]\n",
+        "    return sum_val\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "def calc_total_score_max_2d(scores):\n",
+        "    max_score = 0\n",
+        "    for i in range(len(scores)):\n",
+        "        for j in range(len(scores[i])):\n",
+        "            total_score = calc_sum1d(scores[i][j])\n",
+        "            if max_score < total_score:\n",
+        "                max_score = total_score\n",
+        "    return max_score\n",
+        "\n",
+        "\n",
+        "# highlight-end\n",
+        "\n",
+        "\n",
+        "scores = [[[51, 56, 10], [47, 52, 58]], [[24, 92, 34], [28, 44, 19]]]\n",
+        "\n",
+        "print(calc_total_score_max_2d(scores))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/example1.ipynb b/static/order/example1.ipynb
index fbcddce6b..270b98e20 100644
--- a/static/order/example1.ipynb
+++ b/static/order/example1.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def f(n):\n",
-    "    cnt = 0\n",
-    "    for _ in range(n):\n",
-    "        cnt += 1\n",
-    "    return cnt\n",
-    "\n",
-    "\n",
-    "print(f(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def f(n):\n",
+        "    cnt = 0\n",
+        "    for _ in range(n):\n",
+        "        cnt += 1\n",
+        "    return cnt\n",
+        "\n",
+        "\n",
+        "print(f(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/example2.ipynb b/static/order/example2.ipynb
index 17f6a68fc..909524318 100644
--- a/static/order/example2.ipynb
+++ b/static/order/example2.ipynb
@@ -1,24 +1,24 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def f(n):\n",
-    "    cnt = 0\n",
-    "    for _ in range(n):\n",
-    "        for _ in range(n):\n",
-    "            cnt += 1\n",
-    "    return cnt\n",
-    "\n",
-    "\n",
-    "print(f(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def f(n):\n",
+        "    cnt = 0\n",
+        "    for _ in range(n):\n",
+        "        for _ in range(n):\n",
+        "            cnt += 1\n",
+        "    return cnt\n",
+        "\n",
+        "\n",
+        "print(f(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/example3.ipynb b/static/order/example3.ipynb
index 6dcdb0ba3..9e693c3fa 100644
--- a/static/order/example3.ipynb
+++ b/static/order/example3.ipynb
@@ -1,29 +1,29 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def g(cnt, n):\n",
-    "    for _ in range(n):\n",
-    "        cnt += 1\n",
-    "    return cnt\n",
-    "\n",
-    "\n",
-    "def f(n):\n",
-    "    cnt = 0\n",
-    "    for _ in range(n):\n",
-    "        cnt = g(cnt, n)\n",
-    "    return cnt\n",
-    "\n",
-    "\n",
-    "print(f(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def g(cnt, n):\n",
+        "    for _ in range(n):\n",
+        "        cnt += 1\n",
+        "    return cnt\n",
+        "\n",
+        "\n",
+        "def f(n):\n",
+        "    cnt = 0\n",
+        "    for _ in range(n):\n",
+        "        cnt = g(cnt, n)\n",
+        "    return cnt\n",
+        "\n",
+        "\n",
+        "print(f(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/example4.ipynb b/static/order/example4.ipynb
index 21f99e2bc..238acd326 100644
--- a/static/order/example4.ipynb
+++ b/static/order/example4.ipynb
@@ -1,26 +1,26 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def f(n):\n",
-    "    cnt = 0\n",
-    "    for _ in range(n):\n",
-    "        for _ in range(n):\n",
-    "            cnt += 1\n",
-    "    for _ in range(n):\n",
-    "        cnt += 1\n",
-    "    return cnt\n",
-    "\n",
-    "\n",
-    "print(f(100))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def f(n):\n",
+        "    cnt = 0\n",
+        "    for _ in range(n):\n",
+        "        for _ in range(n):\n",
+        "            cnt += 1\n",
+        "    for _ in range(n):\n",
+        "        cnt += 1\n",
+        "    return cnt\n",
+        "\n",
+        "\n",
+        "print(f(100))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/exercise1.ipynb b/static/order/exercise1.ipynb
index c38af7daa..72c30bb4e 100644
--- a/static/order/exercise1.ipynb
+++ b/static/order/exercise1.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "n = 10\n",
-    "for i in range(n):\n",
-    "    print(i)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "n = 10\n",
+        "for i in range(n):\n",
+        "    print(i)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/exercise2.ipynb b/static/order/exercise2.ipynb
index 25bf44cbf..de3bd512a 100644
--- a/static/order/exercise2.ipynb
+++ b/static/order/exercise2.ipynb
@@ -1,24 +1,24 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_max(data):\n",
-    "    max_val = data[0]\n",
-    "    for i in range(1, len(data)):\n",
-    "        if max_val < data[i]:\n",
-    "            max_val = data[i]\n",
-    "    return max_val\n",
-    "\n",
-    "\n",
-    "print(calc_max([1, 4, 3, 5, 2]))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_max(data):\n",
+        "    max_val = data[0]\n",
+        "    for i in range(1, len(data)):\n",
+        "        if max_val < data[i]:\n",
+        "            max_val = data[i]\n",
+        "    return max_val\n",
+        "\n",
+        "\n",
+        "print(calc_max([1, 4, 3, 5, 2]))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/order/exercise3.ipynb b/static/order/exercise3.ipynb
index f79d15338..1ae914197 100644
--- a/static/order/exercise3.ipynb
+++ b/static/order/exercise3.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_square(n):\n",
-    "    return n**2\n",
-    "\n",
-    "\n",
-    "print(calc_square(9))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_square(n):\n",
+        "    return n**2\n",
+        "\n",
+        "\n",
+        "print(calc_square(9))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/pip/pandas.ipynb b/static/pip/pandas.ipynb
index 7a070ca7f..7c95aa1c7 100644
--- a/static/pip/pandas.ipynb
+++ b/static/pip/pandas.ipynb
@@ -1,35 +1,35 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install pandas"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pandas as pd"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "s1 = pd.Series([0, 1, 2])\n",
-    "print(s1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install pandas"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import pandas as pd"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "s1 = pd.Series([0, 1, 2])\n",
+        "print(s1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/fizzbuzz.ipynb b/static/practice/fizzbuzz.ipynb
index 28a124495..31e93c011 100644
--- a/static/practice/fizzbuzz.ipynb
+++ b/static/practice/fizzbuzz.ipynb
@@ -1,28 +1,28 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def fizzbuzz(n):\n",
-    "    for i in range(1, n + 1):\n",
-    "        if i % 15 == 0:\n",
-    "            print(\"FizzBuzz\")\n",
-    "        elif i % 3 == 0:\n",
-    "            print(\"Fizz\")\n",
-    "        elif i % 5 == 0:\n",
-    "            print(\"Buzz\")\n",
-    "        else:\n",
-    "            print(i)\n",
-    "\n",
-    "\n",
-    "fizzbuzz(30)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def fizzbuzz(n):\n",
+        "    for i in range(1, n + 1):\n",
+        "        if i % 15 == 0:\n",
+        "            print(\"FizzBuzz\")\n",
+        "        elif i % 3 == 0:\n",
+        "            print(\"Fizz\")\n",
+        "        elif i % 5 == 0:\n",
+        "            print(\"Buzz\")\n",
+        "        else:\n",
+        "            print(i)\n",
+        "\n",
+        "\n",
+        "fizzbuzz(30)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/fizzbuzz2.ipynb b/static/practice/fizzbuzz2.ipynb
index 3b548ac10..e502f1a14 100644
--- a/static/practice/fizzbuzz2.ipynb
+++ b/static/practice/fizzbuzz2.ipynb
@@ -1,28 +1,28 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def fizzbuzz(n):\n",
-    "    for i in range(1, n + 1):\n",
-    "        s = \"\"\n",
-    "        if i % 3 == 0:\n",
-    "            s += \"Fizz\"\n",
-    "        if i % 5 == 0:\n",
-    "            s += \"Buzz\"\n",
-    "        if s == \"\":\n",
-    "            s = i\n",
-    "        print(s)\n",
-    "\n",
-    "\n",
-    "fizzbuzz(30)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def fizzbuzz(n):\n",
+        "    for i in range(1, n + 1):\n",
+        "        s = \"\"\n",
+        "        if i % 3 == 0:\n",
+        "            s += \"Fizz\"\n",
+        "        if i % 5 == 0:\n",
+        "            s += \"Buzz\"\n",
+        "        if s == \"\":\n",
+        "            s = i\n",
+        "        print(s)\n",
+        "\n",
+        "\n",
+        "fizzbuzz(30)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/gcd.ipynb b/static/practice/gcd.ipynb
index 15fa52b80..4b53a42f1 100644
--- a/static/practice/gcd.ipynb
+++ b/static/practice/gcd.ipynb
@@ -1,24 +1,24 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gcd(a, b):\n",
-    "    if a < b:\n",
-    "        a, b = b, a\n",
-    "    while b != 0:\n",
-    "        a, b = b, a % b\n",
-    "    return a\n",
-    "\n",
-    "\n",
-    "print(gcd(12, 16))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gcd(a, b):\n",
+        "    if a < b:\n",
+        "        a, b = b, a\n",
+        "    while b != 0:\n",
+        "        a, b = b, a % b\n",
+        "    return a\n",
+        "\n",
+        "\n",
+        "print(gcd(12, 16))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/gcd_math.ipynb b/static/practice/gcd_math.ipynb
index 1bd864240..eea2998c5 100644
--- a/static/practice/gcd_math.ipynb
+++ b/static/practice/gcd_math.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "print(math.gcd(12, 16))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "print(math.gcd(12, 16))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/gcd_recursive.ipynb b/static/practice/gcd_recursive.ipynb
index a5813ffb1..b91955f5d 100644
--- a/static/practice/gcd_recursive.ipynb
+++ b/static/practice/gcd_recursive.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gcd(a, b):\n",
-    "    if b == 0:\n",
-    "        return a\n",
-    "    else:\n",
-    "        return gcd(b, a % b)\n",
-    "\n",
-    "\n",
-    "print(gcd(12, 16))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gcd(a, b):\n",
+        "    if b == 0:\n",
+        "        return a\n",
+        "    else:\n",
+        "        return gcd(b, a % b)\n",
+        "\n",
+        "\n",
+        "print(gcd(12, 16))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/prime_factorize.ipynb b/static/practice/prime_factorize.ipynb
index 21ec85da4..07444eb54 100644
--- a/static/practice/prime_factorize.ipynb
+++ b/static/practice/prime_factorize.ipynb
@@ -1,26 +1,26 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def prime_factorize(n):\n",
-    "    i = 2\n",
-    "    while n != 1:\n",
-    "        if n % i == 0:\n",
-    "            n /= i\n",
-    "            print(i)\n",
-    "        else:\n",
-    "            i += 1\n",
-    "\n",
-    "\n",
-    "prime_factorize(24)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def prime_factorize(n):\n",
+        "    i = 2\n",
+        "    while n != 1:\n",
+        "        if n % i == 0:\n",
+        "            n /= i\n",
+        "            print(i)\n",
+        "        else:\n",
+        "            i += 1\n",
+        "\n",
+        "\n",
+        "prime_factorize(24)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/prime_number.ipynb b/static/practice/prime_number.ipynb
index e4b716f8f..c97a9ce67 100644
--- a/static/practice/prime_number.ipynb
+++ b/static/practice/prime_number.ipynb
@@ -1,31 +1,31 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def is_prime_number(n):\n",
-    "    if n < 2:\n",
-    "        return False\n",
-    "    for i in range(2, n):\n",
-    "        if n % i == 0:\n",
-    "            return False\n",
-    "    return True\n",
-    "\n",
-    "\n",
-    "def print_prime_number(n):\n",
-    "    for i in range(1, n + 1):\n",
-    "        if is_prime_number(i):\n",
-    "            print(i)\n",
-    "\n",
-    "\n",
-    "print_prime_number(100)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def is_prime_number(n):\n",
+        "    if n < 2:\n",
+        "        return False\n",
+        "    for i in range(2, n):\n",
+        "        if n % i == 0:\n",
+        "            return False\n",
+        "    return True\n",
+        "\n",
+        "\n",
+        "def print_prime_number(n):\n",
+        "    for i in range(1, n + 1):\n",
+        "        if is_prime_number(i):\n",
+        "            print(i)\n",
+        "\n",
+        "\n",
+        "print_prime_number(100)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/practice/prime_number2.ipynb b/static/practice/prime_number2.ipynb
index 152f62604..25592c808 100644
--- a/static/practice/prime_number2.ipynb
+++ b/static/practice/prime_number2.ipynb
@@ -1,35 +1,35 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "\n",
-    "def is_prime_number(n):\n",
-    "    if n < 2:\n",
-    "        return False\n",
-    "    # highlight-next-line\n",
-    "    for i in range(2, math.floor(math.sqrt(n))):\n",
-    "        if n % i == 0:\n",
-    "            return False\n",
-    "    return True\n",
-    "\n",
-    "\n",
-    "def print_prime_number(n):\n",
-    "    for i in range(1, n + 1):\n",
-    "        if is_prime_number(i):\n",
-    "            print(i)\n",
-    "\n",
-    "\n",
-    "print_prime_number(100)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "\n",
+        "def is_prime_number(n):\n",
+        "    if n < 2:\n",
+        "        return False\n",
+        "    # highlight-next-line\n",
+        "    for i in range(2, math.floor(math.sqrt(n))):\n",
+        "        if n % i == 0:\n",
+        "            return False\n",
+        "    return True\n",
+        "\n",
+        "\n",
+        "def print_prime_number(n):\n",
+        "    for i in range(1, n + 1):\n",
+        "        if is_prime_number(i):\n",
+        "            print(i)\n",
+        "\n",
+        "\n",
+        "print_prime_number(100)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/fib.ipynb b/static/recursion/fib.ipynb
index 473c5ee9f..e734b6139 100644
--- a/static/recursion/fib.ipynb
+++ b/static/recursion/fib.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def fib(n):\n",
-    "    if n == 0:\n",
-    "        return 0\n",
-    "    elif n == 1:\n",
-    "        return 1\n",
-    "    else:\n",
-    "        return fib(n - 1) + fib(n - 2)\n",
-    "\n",
-    "\n",
-    "print(fib(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def fib(n):\n",
+        "    if n == 0:\n",
+        "        return 0\n",
+        "    elif n == 1:\n",
+        "        return 1\n",
+        "    else:\n",
+        "        return fib(n - 1) + fib(n - 2)\n",
+        "\n",
+        "\n",
+        "print(fib(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/gcd.ipynb b/static/recursion/gcd.ipynb
index 6cea4dc77..005cf2741 100644
--- a/static/recursion/gcd.ipynb
+++ b/static/recursion/gcd.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gcd(a, b):\n",
-    "    if b == 0:\n",
-    "        return a\n",
-    "    else:\n",
-    "        return gcd(b, a % b)\n",
-    "\n",
-    "\n",
-    "print(gcd(30, 18))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gcd(a, b):\n",
+        "    if b == 0:\n",
+        "        return a\n",
+        "    else:\n",
+        "        return gcd(b, a % b)\n",
+        "\n",
+        "\n",
+        "print(gcd(30, 18))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/lcm.ipynb b/static/recursion/lcm.ipynb
index 6b906e214..06c0b1b3a 100644
--- a/static/recursion/lcm.ipynb
+++ b/static/recursion/lcm.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def gcd(a, b):\n",
-    "    if b == 0:\n",
-    "        return a\n",
-    "    else:\n",
-    "        return gcd(b, a % b)\n",
-    "\n",
-    "\n",
-    "def lcm(a, b):\n",
-    "    return a * b / gcd(a, b)\n",
-    "\n",
-    "\n",
-    "print(lcm(30, 18))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def gcd(a, b):\n",
+        "    if b == 0:\n",
+        "        return a\n",
+        "    else:\n",
+        "        return gcd(b, a % b)\n",
+        "\n",
+        "\n",
+        "def lcm(a, b):\n",
+        "    return a * b / gcd(a, b)\n",
+        "\n",
+        "\n",
+        "print(lcm(30, 18))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/lucas.ipynb b/static/recursion/lucas.ipynb
index 12d3a0111..d35e63c2a 100644
--- a/static/recursion/lucas.ipynb
+++ b/static/recursion/lucas.ipynb
@@ -1,25 +1,25 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def lucas(n):\n",
-    "    if n == 0:\n",
-    "        return 2\n",
-    "    elif n == 1:\n",
-    "        return 1\n",
-    "    else:\n",
-    "        return lucas(n - 1) + lucas(n - 2)\n",
-    "\n",
-    "\n",
-    "print(lucas(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def lucas(n):\n",
+        "    if n == 0:\n",
+        "        return 2\n",
+        "    elif n == 1:\n",
+        "        return 1\n",
+        "    else:\n",
+        "        return lucas(n - 1) + lucas(n - 2)\n",
+        "\n",
+        "\n",
+        "print(lucas(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/recurrence_relation_analytical.ipynb b/static/recursion/recurrence_relation_analytical.ipynb
index 732cd4ae4..7a1a42c60 100644
--- a/static/recursion/recurrence_relation_analytical.ipynb
+++ b/static/recursion/recurrence_relation_analytical.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def a(n):\n",
-    "    return n\n",
-    "\n",
-    "\n",
-    "print(a(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def a(n):\n",
+        "    return n\n",
+        "\n",
+        "\n",
+        "print(a(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/recurrence_relation_dp.ipynb b/static/recursion/recurrence_relation_dp.ipynb
index 101406bf2..1094d422c 100644
--- a/static/recursion/recurrence_relation_dp.ipynb
+++ b/static/recursion/recurrence_relation_dp.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def a(n):\n",
-    "    s = 1\n",
-    "    for i in range(n - 1):\n",
-    "        s += 1\n",
-    "    return s\n",
-    "\n",
-    "\n",
-    "print(a(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def a(n):\n",
+        "    s = 1\n",
+        "    for i in range(n - 1):\n",
+        "        s += 1\n",
+        "    return s\n",
+        "\n",
+        "\n",
+        "print(a(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/recurrence_relation_rec.ipynb b/static/recursion/recurrence_relation_rec.ipynb
index 85f280197..ee88490a8 100644
--- a/static/recursion/recurrence_relation_rec.ipynb
+++ b/static/recursion/recurrence_relation_rec.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def a(n):\n",
-    "    if n == 1:\n",
-    "        return 1\n",
-    "    else:\n",
-    "        return a(n - 1) + 1\n",
-    "\n",
-    "\n",
-    "print(a(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def a(n):\n",
+        "    if n == 1:\n",
+        "        return 1\n",
+        "    else:\n",
+        "        return a(n - 1) + 1\n",
+        "\n",
+        "\n",
+        "print(a(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/sum.ipynb b/static/recursion/sum.ipynb
index 98af5caeb..0477954b1 100644
--- a/static/recursion/sum.ipynb
+++ b/static/recursion/sum.ipynb
@@ -1,23 +1,23 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def calc_sum(n):\n",
-    "    if n == 1:\n",
-    "        return 1\n",
-    "    else:\n",
-    "        return calc_sum(n - 1) + n\n",
-    "\n",
-    "\n",
-    "print(calc_sum(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def calc_sum(n):\n",
+        "    if n == 1:\n",
+        "        return 1\n",
+        "    else:\n",
+        "        return calc_sum(n - 1) + n\n",
+        "\n",
+        "\n",
+        "print(calc_sum(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/recursion/tri.ipynb b/static/recursion/tri.ipynb
index 270fd62c2..7a0888e47 100644
--- a/static/recursion/tri.ipynb
+++ b/static/recursion/tri.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def tri(n):\n",
-    "    if n == 0:\n",
-    "        return 0\n",
-    "    elif n == 1:\n",
-    "        return 0\n",
-    "    elif n == 2:\n",
-    "        return 1\n",
-    "    else:\n",
-    "        return tri(n - 1) + tri(n - 2) + tri(n - 3)\n",
-    "\n",
-    "\n",
-    "print(tri(10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def tri(n):\n",
+        "    if n == 0:\n",
+        "        return 0\n",
+        "    elif n == 1:\n",
+        "        return 0\n",
+        "    elif n == 2:\n",
+        "        return 1\n",
+        "    else:\n",
+        "        return tri(n - 1) + tri(n - 2) + tri(n - 3)\n",
+        "\n",
+        "\n",
+        "print(tri(10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/binary_left_practice.ipynb b/static/search/binary_left_practice.ipynb
index cf309899e..cbbb2be81 100644
--- a/static/search/binary_left_practice.ipynb
+++ b/static/search/binary_left_practice.ipynb
@@ -1,29 +1,29 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def binary_search(data, number):\n",
-    "    start, end = -1, len(data)\n",
-    "    while end - start > 1:\n",
-    "        center = (start + end) // 2\n",
-    "        # highlight-next-line\n",
-    "        if data[center] < number:\n",
-    "            start = center\n",
-    "        else:\n",
-    "            end = center\n",
-    "    return end\n",
-    "\n",
-    "\n",
-    "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
-    "print(binary_search(data, 5))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def binary_search(data, number):\n",
+        "    start, end = -1, len(data)\n",
+        "    while end - start > 1:\n",
+        "        center = (start + end) // 2\n",
+        "        # highlight-next-line\n",
+        "        if data[center] < number:\n",
+        "            start = center\n",
+        "        else:\n",
+        "            end = center\n",
+        "    return end\n",
+        "\n",
+        "\n",
+        "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
+        "print(binary_search(data, 5))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/binary_right_practice.ipynb b/static/search/binary_right_practice.ipynb
index bcd465c56..ce69fea67 100644
--- a/static/search/binary_right_practice.ipynb
+++ b/static/search/binary_right_practice.ipynb
@@ -1,30 +1,30 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def binary_search(data, number):\n",
-    "    start, end = -1, len(data)\n",
-    "    while end - start > 1:\n",
-    "        center = (start + end) // 2\n",
-    "        # highlight-next-line\n",
-    "        if data[center] <= number:\n",
-    "            start = center\n",
-    "        else:\n",
-    "            end = center\n",
-    "    # highlight-next-line\n",
-    "    return start\n",
-    "\n",
-    "\n",
-    "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
-    "print(binary_search(data, 5))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def binary_search(data, number):\n",
+        "    start, end = -1, len(data)\n",
+        "    while end - start > 1:\n",
+        "        center = (start + end) // 2\n",
+        "        # highlight-next-line\n",
+        "        if data[center] <= number:\n",
+        "            start = center\n",
+        "        else:\n",
+        "            end = center\n",
+        "    # highlight-next-line\n",
+        "    return start\n",
+        "\n",
+        "\n",
+        "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
+        "print(binary_search(data, 5))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/binary_search.ipynb b/static/search/binary_search.ipynb
index 89c3266b4..551e48c86 100644
--- a/static/search/binary_search.ipynb
+++ b/static/search/binary_search.ipynb
@@ -1,29 +1,29 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def binary_search(data, number):\n",
-    "    start, end = -1, len(data)\n",
-    "    while end - start > 1:\n",
-    "        center = (start + end) // 2\n",
-    "        if data[center] < number:\n",
-    "            start = center\n",
-    "        else:\n",
-    "            end = center\n",
-    "    return end\n",
-    "\n",
-    "\n",
-    "data = [2, 10, 23, 37, 51, 57, 66, 88, 95]\n",
-    "\n",
-    "print(binary_search(data, 51) + 1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def binary_search(data, number):\n",
+        "    start, end = -1, len(data)\n",
+        "    while end - start > 1:\n",
+        "        center = (start + end) // 2\n",
+        "        if data[center] < number:\n",
+        "            start = center\n",
+        "        else:\n",
+        "            end = center\n",
+        "    return end\n",
+        "\n",
+        "\n",
+        "data = [2, 10, 23, 37, 51, 57, 66, 88, 95]\n",
+        "\n",
+        "print(binary_search(data, 51) + 1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/bisect_left.ipynb b/static/search/bisect_left.ipynb
index 58af31234..4c9c71379 100644
--- a/static/search/bisect_left.ipynb
+++ b/static/search/bisect_left.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import bisect"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "data = [1, 3, 3, 3, 4, 6, 8, 10, 10]\n",
-    "\n",
-    "print(bisect.bisect_left(data, 3))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import bisect"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "data = [1, 3, 3, 3, 4, 6, 8, 10, 10]\n",
+        "\n",
+        "print(bisect.bisect_left(data, 3))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/bisect_right.ipynb b/static/search/bisect_right.ipynb
index c757baca9..8cdb3fa16 100644
--- a/static/search/bisect_right.ipynb
+++ b/static/search/bisect_right.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import bisect"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "data = [1, 3, 3, 3, 4, 6, 8, 10, 10]\n",
-    "\n",
-    "print(bisect.bisect_right(data, 3))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import bisect"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "data = [1, 3, 3, 3, 4, 6, 8, 10, 10]\n",
+        "\n",
+        "print(bisect.bisect_right(data, 3))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/linear_practice.ipynb b/static/search/linear_practice.ipynb
index a1602815e..2a8b493f7 100644
--- a/static/search/linear_practice.ipynb
+++ b/static/search/linear_practice.ipynb
@@ -1,24 +1,24 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def linear_search(data, number):\n",
-    "    for i in range(len(data)):\n",
-    "        # highlight-next-line\n",
-    "        if number <= data[i]:\n",
-    "            return i\n",
-    "\n",
-    "\n",
-    "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
-    "print(linear_search(data, 5))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def linear_search(data, number):\n",
+        "    for i in range(len(data)):\n",
+        "        # highlight-next-line\n",
+        "        if number <= data[i]:\n",
+        "            return i\n",
+        "\n",
+        "\n",
+        "data = [1, 2, 3, 4, 5, 5, 7, 8, 10]\n",
+        "print(linear_search(data, 5))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/search/linear_search.ipynb b/static/search/linear_search.ipynb
index 3e5993d76..35d03b2c4 100644
--- a/static/search/linear_search.ipynb
+++ b/static/search/linear_search.ipynb
@@ -1,45 +1,45 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def linear_search(data, name):\n",
-    "    for i in range(len(data)):\n",
-    "        if data[i] == name:\n",
-    "            return i\n",
-    "\n",
-    "\n",
-    "students = [\n",
-    "    \"伊藤\",\n",
-    "    \"井上\",\n",
-    "    \"加藤\",\n",
-    "    \"木村\",\n",
-    "    \"小林\",\n",
-    "    \"斎藤\",\n",
-    "    \"佐々木\",\n",
-    "    \"佐藤\",\n",
-    "    \"清水\",\n",
-    "    \"鈴木\",\n",
-    "    \"高橋\",\n",
-    "    \"田中\",\n",
-    "    \"中村\",\n",
-    "    \"林\",\n",
-    "    \"松本\",\n",
-    "    \"山田\",\n",
-    "    \"山口\",\n",
-    "    \"山本\",\n",
-    "    \"吉田\",\n",
-    "    \"渡辺\",\n",
-    "]\n",
-    "\n",
-    "print(linear_search(students, \"佐藤\") + 1)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def linear_search(data, name):\n",
+        "    for i in range(len(data)):\n",
+        "        if data[i] == name:\n",
+        "            return i\n",
+        "\n",
+        "\n",
+        "students = [\n",
+        "    \"\u4f0a\u85e4\",\n",
+        "    \"\u4e95\u4e0a\",\n",
+        "    \"\u52a0\u85e4\",\n",
+        "    \"\u6728\u6751\",\n",
+        "    \"\u5c0f\u6797\",\n",
+        "    \"\u658e\u85e4\",\n",
+        "    \"\u4f50\u3005\u6728\",\n",
+        "    \"\u4f50\u85e4\",\n",
+        "    \"\u6e05\u6c34\",\n",
+        "    \"\u9234\u6728\",\n",
+        "    \"\u9ad8\u6a4b\",\n",
+        "    \"\u7530\u4e2d\",\n",
+        "    \"\u4e2d\u6751\",\n",
+        "    \"\u6797\",\n",
+        "    \"\u677e\u672c\",\n",
+        "    \"\u5c71\u7530\",\n",
+        "    \"\u5c71\u53e3\",\n",
+        "    \"\u5c71\u672c\",\n",
+        "    \"\u5409\u7530\",\n",
+        "    \"\u6e21\u8fba\",\n",
+        "]\n",
+        "\n",
+        "print(linear_search(students, \"\u4f50\u85e4\") + 1)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/draw_cell.ipynb b/static/simulation/draw_cell.ipynb
index 2b7197d2e..8ecf49e62 100644
--- a/static/simulation/draw_cell.ipynb
+++ b/static/simulation/draw_cell.ipynb
@@ -1,43 +1,43 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "image = draw_cell(10, 10)\n",
-    "ita.plot.image_show(image)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "image = draw_cell(10, 10)\n",
+        "ita.plot.image_show(image)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/parabolic_motion.ipynb b/static/simulation/parabolic_motion.ipynb
index 4a7d728cf..73282b327 100644
--- a/static/simulation/parabolic_motion.ipynb
+++ b/static/simulation/parabolic_motion.ipynb
@@ -1,47 +1,47 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion_step(x, y, u, v, dt):\n",
-    "    x = x + u * dt\n",
-    "    y = y + v * dt\n",
-    "    u = u\n",
-    "    v = v - g * dt\n",
-    "    return [x, y, u, v]\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(v0, theta, t, dt):\n",
-    "    x = 0\n",
-    "    y = 0\n",
-    "    u = v0 * math.cos(theta)\n",
-    "    v = v0 * math.sin(theta)\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        x, y, u, v = parabolic_motion_step(x, y, u, v, dt)\n",
-    "    return [x, y]\n",
-    "\n",
-    "\n",
-    "print(parabolic_motion(30, math.pi / 4, 4, 0.01))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion_step(x, y, u, v, dt):\n",
+        "    x = x + u * dt\n",
+        "    y = y + v * dt\n",
+        "    u = u\n",
+        "    v = v - g * dt\n",
+        "    return [x, y, u, v]\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(v0, theta, t, dt):\n",
+        "    x = 0\n",
+        "    y = 0\n",
+        "    u = v0 * math.cos(theta)\n",
+        "    v = v0 * math.sin(theta)\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        x, y, u, v = parabolic_motion_step(x, y, u, v, dt)\n",
+        "    return [x, y]\n",
+        "\n",
+        "\n",
+        "print(parabolic_motion(30, math.pi / 4, 4, 0.01))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/parabolic_motion_analytical.ipynb b/static/simulation/parabolic_motion_analytical.ipynb
index 311861bcb..2c91f4ca8 100644
--- a/static/simulation/parabolic_motion_analytical.ipynb
+++ b/static/simulation/parabolic_motion_analytical.ipynb
@@ -1,67 +1,67 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(v0, theta, t, dt):\n",
-    "    result = []\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        t = dt * i\n",
-    "        result.append(\n",
-    "            [v0 * t * math.cos(theta), -1 / 2 * g * t**2 + v0 * t * math.sin(theta)]\n",
-    "        )\n",
-    "    return result\n",
-    "\n",
-    "\n",
-    "result = parabolic_motion(30, math.pi / 4, 4, 0.01)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(\n",
-    "        draw_cell(\n",
-    "            int(result[i * int(len(result) / 10)][0]),\n",
-    "            int(result[i * int(len(result) / 10)][1]),\n",
-    "        )\n",
-    "    )\n",
-    "ita.plot.animation_show(images)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(v0, theta, t, dt):\n",
+        "    result = []\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        t = dt * i\n",
+        "        result.append(\n",
+        "            [v0 * t * math.cos(theta), -1 / 2 * g * t**2 + v0 * t * math.sin(theta)]\n",
+        "        )\n",
+        "    return result\n",
+        "\n",
+        "\n",
+        "result = parabolic_motion(30, math.pi / 4, 4, 0.01)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(\n",
+        "        draw_cell(\n",
+        "            int(result[i * int(len(result) / 10)][0]),\n",
+        "            int(result[i * int(len(result) / 10)][1]),\n",
+        "        )\n",
+        "    )\n",
+        "ita.plot.animation_show(images)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/parabolic_motion_return_array.ipynb b/static/simulation/parabolic_motion_return_array.ipynb
index 8ba282556..0bd3785f1 100644
--- a/static/simulation/parabolic_motion_return_array.ipynb
+++ b/static/simulation/parabolic_motion_return_array.ipynb
@@ -1,55 +1,55 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion_step(x, y, u, v, dt):\n",
-    "    x = x + u * dt\n",
-    "    y = y + v * dt\n",
-    "    u = u\n",
-    "    v = v - g * dt\n",
-    "    return [x, y, u, v]\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(v0, theta, t, dt):\n",
-    "    x = 0\n",
-    "    y = 0\n",
-    "    u = v0 * math.cos(theta)\n",
-    "    v = v0 * math.sin(theta)\n",
-    "    # highlight-start\n",
-    "    result = []\n",
-    "    result.append([x, y, u, v])\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        result.append(\n",
-    "            parabolic_motion_step(\n",
-    "                result[i][0], result[i][1], result[i][2], result[i][3], dt\n",
-    "            )\n",
-    "        )\n",
-    "    return result\n",
-    "    # highlight-end\n",
-    "\n",
-    "\n",
-    "print(parabolic_motion(30, math.pi / 4, 4, 0.01))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "import math"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion_step(x, y, u, v, dt):\n",
+        "    x = x + u * dt\n",
+        "    y = y + v * dt\n",
+        "    u = u\n",
+        "    v = v - g * dt\n",
+        "    return [x, y, u, v]\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(v0, theta, t, dt):\n",
+        "    x = 0\n",
+        "    y = 0\n",
+        "    u = v0 * math.cos(theta)\n",
+        "    v = v0 * math.sin(theta)\n",
+        "    # highlight-start\n",
+        "    result = []\n",
+        "    result.append([x, y, u, v])\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        result.append(\n",
+        "            parabolic_motion_step(\n",
+        "                result[i][0], result[i][1], result[i][2], result[i][3], dt\n",
+        "            )\n",
+        "        )\n",
+        "    return result\n",
+        "    # highlight-end\n",
+        "\n",
+        "\n",
+        "print(parabolic_motion(30, math.pi / 4, 4, 0.01))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/parabolic_motion_view.ipynb b/static/simulation/parabolic_motion_view.ipynb
index 0a2b695a9..e7f61b238 100644
--- a/static/simulation/parabolic_motion_view.ipynb
+++ b/static/simulation/parabolic_motion_view.ipynb
@@ -1,83 +1,83 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion_step(x, y, u, v, dt):\n",
-    "    x = x + u * dt\n",
-    "    y = y + v * dt\n",
-    "    u = u\n",
-    "    v = v - g * dt\n",
-    "    return [x, y, u, v]\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(v0, theta, t, dt):\n",
-    "    x = 0\n",
-    "    y = 0\n",
-    "    u = v0 * math.cos(theta)\n",
-    "    v = v0 * math.sin(theta)\n",
-    "    result = []\n",
-    "    result.append([x, y, u, v])\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        result.append(\n",
-    "            parabolic_motion_step(\n",
-    "                result[i][0], result[i][1], result[i][2], result[i][3], dt\n",
-    "            )\n",
-    "        )\n",
-    "    return result\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "result = parabolic_motion(30, math.pi / 4, 4, 0.01)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(\n",
-    "        draw_cell(\n",
-    "            int(result[i * int(len(result) / 10)][0]),\n",
-    "            int(result[i * int(len(result) / 10)][1]),\n",
-    "        )\n",
-    "    )\n",
-    "ita.plot.animation_show(images)\n",
-    "# highlight-end"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion_step(x, y, u, v, dt):\n",
+        "    x = x + u * dt\n",
+        "    y = y + v * dt\n",
+        "    u = u\n",
+        "    v = v - g * dt\n",
+        "    return [x, y, u, v]\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(v0, theta, t, dt):\n",
+        "    x = 0\n",
+        "    y = 0\n",
+        "    u = v0 * math.cos(theta)\n",
+        "    v = v0 * math.sin(theta)\n",
+        "    result = []\n",
+        "    result.append([x, y, u, v])\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        result.append(\n",
+        "            parabolic_motion_step(\n",
+        "                result[i][0], result[i][1], result[i][2], result[i][3], dt\n",
+        "            )\n",
+        "        )\n",
+        "    return result\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "result = parabolic_motion(30, math.pi / 4, 4, 0.01)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(\n",
+        "        draw_cell(\n",
+        "            int(result[i * int(len(result) / 10)][0]),\n",
+        "            int(result[i * int(len(result) / 10)][1]),\n",
+        "        )\n",
+        "    )\n",
+        "ita.plot.animation_show(images)\n",
+        "# highlight-end"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/resisted_motion.ipynb b/static/simulation/resisted_motion.ipynb
index 0ec0851cb..e36b04727 100644
--- a/static/simulation/resisted_motion.ipynb
+++ b/static/simulation/resisted_motion.ipynb
@@ -1,68 +1,68 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion_step(y, v, K, dt):\n",
-    "    y = y + v * dt\n",
-    "    v = v - g * dt - K * v * dt\n",
-    "    return [y, v]\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(K, t, dt):\n",
-    "    y = 100\n",
-    "    v = 0\n",
-    "    result = []\n",
-    "    result.append([y, v])\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        result.append(parabolic_motion_step(result[i][0], result[i][1], K, dt))\n",
-    "    return result\n",
-    "\n",
-    "\n",
-    "result = parabolic_motion(6, 60, 0.01)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(draw_cell(50, int(result[i * int(len(result) / 10)][0])))\n",
-    "ita.plot.animation_show(images)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion_step(y, v, K, dt):\n",
+        "    y = y + v * dt\n",
+        "    v = v - g * dt - K * v * dt\n",
+        "    return [y, v]\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(K, t, dt):\n",
+        "    y = 100\n",
+        "    v = 0\n",
+        "    result = []\n",
+        "    result.append([y, v])\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        result.append(parabolic_motion_step(result[i][0], result[i][1], K, dt))\n",
+        "    return result\n",
+        "\n",
+        "\n",
+        "result = parabolic_motion(6, 60, 0.01)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(draw_cell(50, int(result[i * int(len(result) / 10)][0])))\n",
+        "ita.plot.animation_show(images)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/resisted_motion_analytical.ipynb b/static/simulation/resisted_motion_analytical.ipynb
index 5558d1b3e..68b20c104 100644
--- a/static/simulation/resisted_motion_analytical.ipynb
+++ b/static/simulation/resisted_motion_analytical.ipynb
@@ -1,60 +1,60 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import math\n",
-    "\n",
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "g = 9.8\n",
-    "\n",
-    "\n",
-    "def parabolic_motion(K, t, dt):\n",
-    "    result = []\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        t = dt * i\n",
-    "        result.append((1 / K) ** 2 * g * (1 - math.exp(-K * t)) - (1 / K) * g * t + 100)\n",
-    "    return result\n",
-    "\n",
-    "\n",
-    "result = parabolic_motion(6, 60, 0.01)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(draw_cell(50, int(result[i * int(len(result) / 10)])))\n",
-    "ita.plot.animation_show(images)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import math\n",
+        "\n",
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "g = 9.8\n",
+        "\n",
+        "\n",
+        "def parabolic_motion(K, t, dt):\n",
+        "    result = []\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        t = dt * i\n",
+        "        result.append((1 / K) ** 2 * g * (1 - math.exp(-K * t)) - (1 / K) * g * t + 100)\n",
+        "    return result\n",
+        "\n",
+        "\n",
+        "result = parabolic_motion(6, 60, 0.01)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(draw_cell(50, int(result[i * int(len(result) / 10)])))\n",
+        "ita.plot.animation_show(images)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/uniform_linear_motion.ipynb b/static/simulation/uniform_linear_motion.ipynb
index 85a5383a9..895577331 100644
--- a/static/simulation/uniform_linear_motion.ipynb
+++ b/static/simulation/uniform_linear_motion.ipynb
@@ -1,28 +1,28 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def uniform_linear_motion_step(x, v0, dt):\n",
-    "    return x + v0 * dt\n",
-    "\n",
-    "\n",
-    "def uniform_linear_motion(x0, v0, t, dt):\n",
-    "    x = x0\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        x = uniform_linear_motion_step(x, v0, dt)\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "print(uniform_linear_motion(0, 10, 10, 0.1))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def uniform_linear_motion_step(x, v0, dt):\n",
+        "    return x + v0 * dt\n",
+        "\n",
+        "\n",
+        "def uniform_linear_motion(x0, v0, t, dt):\n",
+        "    x = x0\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        x = uniform_linear_motion_step(x, v0, dt)\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "print(uniform_linear_motion(0, 10, 10, 0.1))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/uniform_linear_motion_analytical.ipynb b/static/simulation/uniform_linear_motion_analytical.ipynb
index 613566ebf..cdf31719b 100644
--- a/static/simulation/uniform_linear_motion_analytical.ipynb
+++ b/static/simulation/uniform_linear_motion_analytical.ipynb
@@ -1,20 +1,20 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def uniform_linear_motion(x0, v0, t):\n",
-    "    return x0 + v0 * t\n",
-    "\n",
-    "\n",
-    "print(uniform_linear_motion(0, 10, 10))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def uniform_linear_motion(x0, v0, t):\n",
+        "    return x0 + v0 * t\n",
+        "\n",
+        "\n",
+        "print(uniform_linear_motion(0, 10, 10))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/uniform_linear_motion_return_array.ipynb b/static/simulation/uniform_linear_motion_return_array.ipynb
index eaff2072b..e813747c1 100644
--- a/static/simulation/uniform_linear_motion_return_array.ipynb
+++ b/static/simulation/uniform_linear_motion_return_array.ipynb
@@ -1,31 +1,31 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def uniform_linear_motion_step(x, v0, dt):\n",
-    "    return x + v0 * dt\n",
-    "\n",
-    "\n",
-    "def uniform_linear_motion(x0, v0, t, dt):\n",
-    "    # highlight-start\n",
-    "    x = []\n",
-    "    x.append(x0)\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        x.append(uniform_linear_motion_step(x[i], v0, dt))\n",
-    "    return x\n",
-    "    # highlight-end\n",
-    "\n",
-    "\n",
-    "print(uniform_linear_motion(0, 10, 10, 0.1))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def uniform_linear_motion_step(x, v0, dt):\n",
+        "    return x + v0 * dt\n",
+        "\n",
+        "\n",
+        "def uniform_linear_motion(x0, v0, t, dt):\n",
+        "    # highlight-start\n",
+        "    x = []\n",
+        "    x.append(x0)\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        x.append(uniform_linear_motion_step(x[i], v0, dt))\n",
+        "    return x\n",
+        "    # highlight-end\n",
+        "\n",
+        "\n",
+        "print(uniform_linear_motion(0, 10, 10, 0.1))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/uniform_linear_motion_view.ipynb b/static/simulation/uniform_linear_motion_view.ipynb
index b26e69a24..2988ae71d 100644
--- a/static/simulation/uniform_linear_motion_view.ipynb
+++ b/static/simulation/uniform_linear_motion_view.ipynb
@@ -1,61 +1,61 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "def uniform_linear_motion_step(x, v0, dt):\n",
-    "    return x + v0 * dt\n",
-    "\n",
-    "\n",
-    "def uniform_linear_motion(x0, v0, t, dt):\n",
-    "    x = []\n",
-    "    x.append(x0)\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n):\n",
-    "        x.append(uniform_linear_motion_step(x[i], v0, dt))\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "# highlight-start\n",
-    "x = uniform_linear_motion(0, 10, 10, 0.1)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(draw_cell(int(x[i * int(len(x) / 10)]), 50))\n",
-    "ita.plot.animation_show(images)\n",
-    "# highlight-end"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "def uniform_linear_motion_step(x, v0, dt):\n",
+        "    return x + v0 * dt\n",
+        "\n",
+        "\n",
+        "def uniform_linear_motion(x0, v0, t, dt):\n",
+        "    x = []\n",
+        "    x.append(x0)\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n):\n",
+        "        x.append(uniform_linear_motion_step(x[i], v0, dt))\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "# highlight-start\n",
+        "x = uniform_linear_motion(0, 10, 10, 0.1)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(draw_cell(int(x[i * int(len(x) / 10)]), 50))\n",
+        "ita.plot.animation_show(images)\n",
+        "# highlight-end"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/simulation/uniform_linear_motion_view_analytical.ipynb b/static/simulation/uniform_linear_motion_view_analytical.ipynb
index ee8b08491..21d273707 100644
--- a/static/simulation/uniform_linear_motion_view_analytical.ipynb
+++ b/static/simulation/uniform_linear_motion_view_analytical.ipynb
@@ -1,55 +1,55 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!pip install ita"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import ita\n",
-    "\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def draw_cell(x, y):\n",
-    "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
-    "    image[len(image) - 1 - y][x] = 1\n",
-    "    return image\n",
-    "\n",
-    "\n",
-    "def uniform_linear_motion(x0, v0, t, dt):\n",
-    "    x = []\n",
-    "    n = int(t / dt)\n",
-    "    for i in range(n + 1):\n",
-    "        t = dt * i\n",
-    "        x.append(x0 + v0 * t)\n",
-    "    return x\n",
-    "\n",
-    "\n",
-    "x = uniform_linear_motion(0, 10, 10, 0.1)\n",
-    "images = []\n",
-    "for i in range(10):\n",
-    "    images.append(draw_cell(int(x[i * int(len(x) / 10)]), 50))\n",
-    "ita.plot.animation_show(images)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "!pip install ita"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "import ita\n",
+        "\n",
+        "%matplotlib inline"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    },
+    {
+      "metadata": {},
+      "source": [
+        "def draw_cell(x, y):\n",
+        "    image = [[0 for _ in range(100)] for _ in range(100)]\n",
+        "    image[len(image) - 1 - y][x] = 1\n",
+        "    return image\n",
+        "\n",
+        "\n",
+        "def uniform_linear_motion(x0, v0, t, dt):\n",
+        "    x = []\n",
+        "    n = int(t / dt)\n",
+        "    for i in range(n + 1):\n",
+        "        t = dt * i\n",
+        "        x.append(x0 + v0 * t)\n",
+        "    return x\n",
+        "\n",
+        "\n",
+        "x = uniform_linear_motion(0, 10, 10, 0.1)\n",
+        "images = []\n",
+        "for i in range(10):\n",
+        "    images.append(draw_cell(int(x[i * int(len(x) / 10)]), 50))\n",
+        "ita.plot.animation_show(images)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/bubble_sort.ipynb b/static/sort/bubble_sort.ipynb
index e06673bcf..5c90f6d84 100644
--- a/static/sort/bubble_sort.ipynb
+++ b/static/sort/bubble_sort.ipynb
@@ -1,26 +1,26 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def bubble_sort(data):\n",
-    "    n = len(data)\n",
-    "    for i in range(n):\n",
-    "        for j in range(i + 1, n):\n",
-    "            if data[i] > data[j]:\n",
-    "                data[i], data[j] = data[j], data[i]\n",
-    "    return data\n",
-    "\n",
-    "\n",
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "print(bubble_sort(data))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def bubble_sort(data):\n",
+        "    n = len(data)\n",
+        "    for i in range(n):\n",
+        "        for j in range(i + 1, n):\n",
+        "            if data[i] > data[j]:\n",
+        "                data[i], data[j] = data[j], data[i]\n",
+        "    return data\n",
+        "\n",
+        "\n",
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "print(bubble_sort(data))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/bubble_sort_reverse.ipynb b/static/sort/bubble_sort_reverse.ipynb
index 938a82c97..e00793509 100644
--- a/static/sort/bubble_sort_reverse.ipynb
+++ b/static/sort/bubble_sort_reverse.ipynb
@@ -1,27 +1,27 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def bubble_sort(data):\n",
-    "    n = len(data)\n",
-    "    for i in range(n):\n",
-    "        for j in range(i + 1, n):\n",
-    "            # highlight-next-line\n",
-    "            if data[i] < data[j]:\n",
-    "                data[i], data[j] = data[j], data[i]\n",
-    "    return data\n",
-    "\n",
-    "\n",
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "print(bubble_sort(data))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def bubble_sort(data):\n",
+        "    n = len(data)\n",
+        "    for i in range(n):\n",
+        "        for j in range(i + 1, n):\n",
+        "            # highlight-next-line\n",
+        "            if data[i] < data[j]:\n",
+        "                data[i], data[j] = data[j], data[i]\n",
+        "    return data\n",
+        "\n",
+        "\n",
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "print(bubble_sort(data))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/merge_sort.ipynb b/static/sort/merge_sort.ipynb
index ab6235d64..69b655768 100644
--- a/static/sort/merge_sort.ipynb
+++ b/static/sort/merge_sort.ipynb
@@ -1,35 +1,35 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def merge(left, right):\n",
-    "    if len(left) == 0 or len(right) == 0:\n",
-    "        return left + right\n",
-    "    if left[0] < right[0]:\n",
-    "        return [left[0]] + merge(left[1:], right)\n",
-    "    else:\n",
-    "        return [right[0]] + merge(left, right[1:])\n",
-    "\n",
-    "\n",
-    "def merge_sort(data):\n",
-    "    if len(data) <= 1:\n",
-    "        return data\n",
-    "    mid = len(data) // 2\n",
-    "    left = merge_sort(data[:mid])\n",
-    "    right = merge_sort(data[mid:])\n",
-    "    return merge(left, right)\n",
-    "\n",
-    "\n",
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "print(merge_sort(data))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def merge(left, right):\n",
+        "    if len(left) == 0 or len(right) == 0:\n",
+        "        return left + right\n",
+        "    if left[0] < right[0]:\n",
+        "        return [left[0]] + merge(left[1:], right)\n",
+        "    else:\n",
+        "        return [right[0]] + merge(left, right[1:])\n",
+        "\n",
+        "\n",
+        "def merge_sort(data):\n",
+        "    if len(data) <= 1:\n",
+        "        return data\n",
+        "    mid = len(data) // 2\n",
+        "    left = merge_sort(data[:mid])\n",
+        "    right = merge_sort(data[mid:])\n",
+        "    return merge(left, right)\n",
+        "\n",
+        "\n",
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "print(merge_sort(data))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/merge_sort_reverse.ipynb b/static/sort/merge_sort_reverse.ipynb
index dd6db0223..e0be87ff0 100644
--- a/static/sort/merge_sort_reverse.ipynb
+++ b/static/sort/merge_sort_reverse.ipynb
@@ -1,36 +1,36 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def merge(left, right):\n",
-    "    if len(left) == 0 or len(right) == 0:\n",
-    "        return left + right\n",
-    "    # highlight-next-line\n",
-    "    if left[0] > right[0]:\n",
-    "        return [left[0]] + merge(left[1:], right)\n",
-    "    else:\n",
-    "        return [right[0]] + merge(left, right[1:])\n",
-    "\n",
-    "\n",
-    "def merge_sort(data):\n",
-    "    if len(data) <= 1:\n",
-    "        return data\n",
-    "    mid = len(data) // 2\n",
-    "    left = merge_sort(data[:mid])\n",
-    "    right = merge_sort(data[mid:])\n",
-    "    return merge(left, right)\n",
-    "\n",
-    "\n",
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "print(merge_sort(data))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "def merge(left, right):\n",
+        "    if len(left) == 0 or len(right) == 0:\n",
+        "        return left + right\n",
+        "    # highlight-next-line\n",
+        "    if left[0] > right[0]:\n",
+        "        return [left[0]] + merge(left[1:], right)\n",
+        "    else:\n",
+        "        return [right[0]] + merge(left, right[1:])\n",
+        "\n",
+        "\n",
+        "def merge_sort(data):\n",
+        "    if len(data) <= 1:\n",
+        "        return data\n",
+        "    mid = len(data) // 2\n",
+        "    left = merge_sort(data[:mid])\n",
+        "    right = merge_sort(data[mid:])\n",
+        "    return merge(left, right)\n",
+        "\n",
+        "\n",
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "print(merge_sort(data))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/sort.ipynb b/static/sort/sort.ipynb
index 5380c0db4..6a2227f57 100644
--- a/static/sort/sort.ipynb
+++ b/static/sort/sort.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "data.sort()\n",
-    "print(data)"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "data.sort()\n",
+        "print(data)"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/sort/sorted.ipynb b/static/sort/sorted.ipynb
index 8478e7fff..2a8169fbf 100644
--- a/static/sort/sorted.ipynb
+++ b/static/sort/sorted.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
-    "print(sorted(data))"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "data = [3, 8, 2, 5, 1, 10, 6, 9, 4, 7]\n",
+        "print(sorted(data))"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/sound_velocity.ipynb b/static/variables/sound_velocity.ipynb
index 34ea872b1..1cb709eee 100644
--- a/static/variables/sound_velocity.ipynb
+++ b/static/variables/sound_velocity.ipynb
@@ -1,16 +1,16 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "331.5 + 0.6 * 10"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "331.5 + 0.6 * 10"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/sound_velocity_revised.ipynb b/static/variables/sound_velocity_revised.ipynb
index 9b18c6d38..f39e9375e 100644
--- a/static/variables/sound_velocity_revised.ipynb
+++ b/static/variables/sound_velocity_revised.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "t = 10\n",
-    "331.5 + 0.6 * t"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "t = 10\n",
+        "331.5 + 0.6 * t"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/sound_velocity_revised_20degree.ipynb b/static/variables/sound_velocity_revised_20degree.ipynb
index 87ab01cf1..9b0d4f7da 100644
--- a/static/variables/sound_velocity_revised_20degree.ipynb
+++ b/static/variables/sound_velocity_revised_20degree.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "t = 20\n",
-    "331.5 + 0.6 * t"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "t = 20\n",
+        "331.5 + 0.6 * t"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/substitution.ipynb b/static/variables/substitution.ipynb
index 1dac43db4..50de535c8 100644
--- a/static/variables/substitution.ipynb
+++ b/static/variables/substitution.ipynb
@@ -1,18 +1,18 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = 1\n",
-    "x = x + 1\n",
-    "x"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "x = 1\n",
+        "x = x + 1\n",
+        "x"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/substitution_practice.ipynb b/static/variables/substitution_practice.ipynb
index eb2f452fe..e27bf112f 100644
--- a/static/variables/substitution_practice.ipynb
+++ b/static/variables/substitution_practice.ipynb
@@ -1,19 +1,19 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "x = 2\n",
-    "y = 3\n",
-    "y = x + y\n",
-    "y"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "x = 2\n",
+        "y = 3\n",
+        "y = x + y\n",
+        "y"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file
diff --git a/static/variables/to_fahrenheit.ipynb b/static/variables/to_fahrenheit.ipynb
index 2d9c034a3..12fd0f0e4 100644
--- a/static/variables/to_fahrenheit.ipynb
+++ b/static/variables/to_fahrenheit.ipynb
@@ -1,17 +1,17 @@
 {
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "C = 20\n",
-    "C * (9 / 5) + 32"
-   ]
-  }
- ],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 2
-}
+  "nbformat": 4,
+  "nbformat_minor": 2,
+  "metadata": {},
+  "cells": [
+    {
+      "metadata": {},
+      "source": [
+        "C = 20\n",
+        "C * (9 / 5) + 32"
+      ],
+      "cell_type": "code",
+      "outputs": [],
+      "execution_count": null
+    }
+  ]
+}
\ No newline at end of file