Update Docs Generation

Update mkdocs configuration settings
Replace GitHub workflow for documentation build
Add javascript directory - custom webpage scripts
- Added files provide support for formulas
Add stylesheet directory -  custom webpage stylization
Move overrides directory to proper location

Author: santaimpersonator

.github/workflows/build_documentation.yml

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+name: Build Documentation
+
+on:
+  # Allows you to run this workflow manually from the Actions tab
+  workflow_dispatch:
+    branches: ["main"]
+
+
+# Sets permissions of the GITHUB_TOKEN to allow files to be committed to gh-pages branch
+permissions:
+  contents: write
+
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Instal pgnquant for optimize plugin
+        run: sudo apt-get install pngquant
+
+      - name: Set up Python runtime
+        uses: actions/setup-python@v5
+        with:
+          python-version: 3.x
+
+      - name: Install Python dependencies
+        run: pip install mkdocs-monorepo-plugin mkdocs-redirects mkdocs-git-authors-plugin mkdocs-git-revision-date-localized-plugin mkdocs-git-committers-plugin-2 Pillow 'mkdocs-material[imaging]'
+
+      - name: Set up build cache
+        run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV
+      - uses: actions/cache@v4
+        with:
+          key: mkdocs-material-${{ env.cache_id }}
+          path: .cache
+          restore-keys: |
+            mkdocs-material-
+
+      - name: Install Insiders build
+        env:
+          MKDOCS_TOKEN: ${{ secrets.MKDOCS_SECRET }} 
+        run: pip install git+https://${MKDOCS_TOKEN}@github.com/squidfunk/mkdocs-material-insiders.git
+      - run: mkdocs gh-deploy --clean

.github/workflows/mkdocs.yml

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+javascript directory
+====================
+This folder should contain the files for scripts to be included for the webpage

docs/javascript/README.md

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+document$.subscribe(({ body }) => { 
+  renderMathInElement(body, {
+    delimiters: [
+      { left: "$$",  right: "$$",  display: true },
+      { left: "$",   right: "$",   display: false },
+      { left: "\\(", right: "\\)", display: false },
+      { left: "\\[", right: "\\]", display: true }
+    ],
+  })
+})

docs/javascript/katex.js

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+window.MathJax = {
+    tex: {
+      inlineMath: [["\\(", "\\)"]],
+      displayMath: [["\\[", "\\]"]],
+      processEscapes: true,
+      processEnvironments: true,
+      // No Equation Numbering
+      tags: 'none'
+    },
+    options: {
+      ignoreHtmlClass: ".*|",
+      processHtmlClass: "arithmatex"
+    }
+  };
+  
+  document$.subscribe(() => { 
+    MathJax.typesetPromise()
+  })
+  

docs/javascript/mathjax.js

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+stylesheet directory
+====================
+This folder should contain the files used for the webpage customizations of the product documentation