diff --git a/README.md b/README.md
index 44760be..87bdf05 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 
 The purpose of this project is to share knowledge on how Awesome [Streamlit](https://streamlit.io/) is and can become. [Pull requests](https://github.com/MarcSkovMadsen/awesome-streamlit/pulls) are very welcome!
 
-Streamlit has just been [announced](https://towardsdatascience.com/coding-ml-tools-like-you-code-ml-models-ddba3357eace) (Oct 2019) but I see the potential of becoming the **Iphone of Data Science Apps**. And maybe it can even become the Iphone of Technical Writing, Code, Micro Apps and Python.
+Streamlit has just been [announced](https://towardsdatascience.com/coding-ml-tools-like-you-code-ml-models-ddba3357eace) (Oct 2019) but I see the potential of it becoming the **iPhone of Data Science Apps**. And maybe it can even become the iPhone of Technical Writing, Code, Micro Apps and Python.
 
 This project provides
 
@@ -90,7 +90,8 @@ A curated list of awesome streamlit resources. Inspired by [awesome-python](http
 - [Sentiment Algorithm](https://raw.githubusercontent.com/MarcSkovMadsen/awesome-streamlit/master/gallery/sentiment_analyzer/sentiment_analyzer.py) by [Paras Patidar](https://github.com/patidarparas13) (#App In Gallery, #Code, #Machine Learning)
 - [SpacyIO](https://raw.githubusercontent.com/MarcSkovMadsen/awesome-streamlit/master/gallery/spacyio/spacyio.py) by [Ines Montani](https://gist.github.com/ines) (#App In Gallery, #Code, #NLP)
 - [Spreadsheet](https://raw.githubusercontent.com/MarcSkovMadsen/awesome-streamlit/master/gallery/spreadsheet/spreadsheet.py) by [Marc Skov Madsen](https://datamodelsanalytics.com) (#App In Gallery, #Code)
-- [Streamlit-components-demo Code](https://github.com/virusvn/streamlit-components-demo) (#Code)
+- [Streamlit-components-demo Code](https://github.com/virusvn/streamlit-components-demo) (#Code)
+- [Sudoku Solver](https://raw.githubusercontent.com/MarcSkovMadsen/awesome-streamlit/master/gallery/sudoku_solver/sudoku_solver.py) by [Joshua Cook](https://joshuacook.netlify.app/) (#App, #App In Gallery, #Code)
 - [Table Experiments](https://raw.githubusercontent.com/MarcSkovMadsen/awesome-streamlit/master/gallery/table_experiments/app.py) by [Marc Skov Madsen](https://datamodelsanalytics.com) (#App In Gallery, #Code)
 - [Uber Data Explorer App](https://dataexplorerlit.herokuapp.com/) (#Code)
 - [Uber NYC Pickups](https://raw.githubusercontent.com/streamlit/demo-uber-nyc-pickups/master/app.py) by [Streamlit](https://streamlit.io/) (#App In Gallery, #Code)
@@ -126,14 +127,16 @@ A curated list of awesome streamlit resources. Inspired by [awesome-python](http
 
 - [A step by step guide to running streamlit pytorch and bert on a cheap aws instance](https://fuzzyblog.io/blog/python/2019/10/17/a-step-by-step-guide-to-running-streamlit-pytorch-and-bert-on-a-cheap-aws-instance.html) (#Article, #Deployment, #Tutorial)
 - [Building a ui for your latest ai](https://towardsdatascience.com/full-stack-ai-building-a-ui-for-your-latest-ai-project-in-no-time-at-all-7e5c8fd4eafd  ) by [Luke Posey](https://github.com/Poseyy) (#Article, #Tutorial)
-- [Building an Iris EDA App with Streamlit and Python](https://www.youtube.com/watch?v=L_mZcEMFUIc) by [Jesse E. Agbe (JCharis)](https://github.com/Jcharis) (#Tutorial, #Video)
+- [Building an Iris EDA App with Streamlit and Python](https://www.youtube.com/watch?v=L_mZcEMFUIc) by [Jesse E. Agbe (JCharis)](https://github.com/Jcharis) (#Tutorial, #Video)
+- [Creating A Stock Dashboard](https://www.linkedin.com/pulse/creating-stock-dashboard-curt-beck/?trackingId=AityTMjb3NukPM%2FZIrEoxA%3D%3D) by [Curt Beck](https://www.linkedin.com/pulse/creating-stock-dashboard-curt-beck/?trackingId=AityTMjb3NukPM%2FZIrEoxA%3D%3D) (#Article, #Tutorial)
+- [Creating a Streamlit web app, building with Docker + GitHub Actions, and hosting on Heroku](https://joshuacook.netlify.app/post/streamlit-app-heroku/) by [Joshua Cook](https://joshuacook.netlify.app) (#Tutorial, #Article)
 - [Full-Stack AI: Building a UI for Your Latest AI Project in No Time at All](https://towardsdatascience.com/full-stack-ai-building-a-ui-for-your-latest-ai-project-in-no-time-at-all-7e5c8fd4eafd) (#Article, #Image Recognition, #Tutorial)
 - [How To Deploy Streamlit Apps (Using Heroku)](https://www.youtube.com/watch?v=skpiLtEN3yk&feature=youtu.be) (#Deployment, #Tutorial, #Video)
 - [How to build your machine learning app in 3 simple steps](https://towardsdatascience.com/how-to-build-your-machine-learning-app-in-3-simple-steps-d56ed910355c) (#Article, #Deployment, #Tutorial)
 - [How to create and deploy data exploration web app easily using python](https://medium.com/@ansjin/how-to-create-and-deploy-data-exploration-web-app-easily-using-python-a03c4b8a1f3e) (#Article, #Deployment, #Tutorial)
 - [How to write web apps using simple python for data scientists](https://towardsdatascience.com/how-to-write-web-apps-using-simple-python-for-data-scientists-a227a1a01582) (#Article, #Tutorial)
 - [Mining and Classifying Medical Text Documents](https://towardsdatascience.com/mining-and-classifying-medical-text-documents-1876462f73bc) by [Georgi Tancev](https://github.com/gtancev) (#Article, #Deployment, #NLP, #Tutorial)
-- [Streamlit Python Tutorial (Crash Course)](https://www.youtube.com/watch?v=_9WiB2PDO7k) by [Jesse E. Agbe (JCharis)](https://github.com/Jcharis) (#Tutorial, #Video
+- [Streamlit Python Tutorial (Crash Course)](https://www.youtube.com/watch?v=_9WiB2PDO7k) by [Jesse E. Agbe (JCharis)](https://github.com/Jcharis) (#Tutorial, #Video)
 
 ## Governance
 
@@ -147,7 +150,7 @@ You can learn more about me at [datamodelsanalytics.com](https://datamodelsanaly
 
 I try my best to govern and maintain this project in the spirit of the [Zen of Python](https://www.python.org/dev/peps/pep-0020/).
 
-But **i'm not an experienced open source maintainer** so helpfull suggestions are appreciated.
+But **I'm not an experienced open source maintainer** so helpfull suggestions are appreciated.
 
 Thanks
 
@@ -316,7 +319,7 @@ conda create -n awesome-streamlit python=3.7.4
 and activate environment.
 
 ```bash
-activate awesome-streamlit
+conda activate awesome-streamlit
 ```
 
 If you are on windows you need to install some things required by GeoPandas by following [these instructions](https://geoffboeing.com/2014/09/using-geopandas-windows/).
diff --git a/app.py b/app.py
index 8861790..bade0c2 100644
--- a/app.py
+++ b/app.py
@@ -1,7 +1,7 @@
 """Main module for the streamlit app"""
+import awesome_streamlit as ast
 import streamlit as st
 
-import awesome_streamlit as ast
 import src.pages.about
 import src.pages.gallery.index
 import src.pages.home
diff --git a/gallery/googleplaystore_analytics/main.py b/gallery/googleplaystore_analytics/main.py
index 5d41d93..151efea 100644
--- a/gallery/googleplaystore_analytics/main.py
+++ b/gallery/googleplaystore_analytics/main.py
@@ -1,9 +1,8 @@
-import streamlit as st
-
 import dataset
 import intro
 import model
 import references
+import streamlit as st
 import topic_modelling
 
 PAGES = {
diff --git a/gallery/sudoku_solver/pyomo_sudoku_solver.py b/gallery/sudoku_solver/pyomo_sudoku_solver.py
new file mode 100644
index 0000000..f95849f
--- /dev/null
+++ b/gallery/sudoku_solver/pyomo_sudoku_solver.py
@@ -0,0 +1,81 @@
+import re
+
+import numpy as np
+import pandas as pd
+from pyomo import environ as pyo
+from pyomo.dataportal import DataPortal
+from pyomo.opt import SolverFactory
+
+import pyutilib.subprocess.GlobalData
+
+pyutilib.subprocess.GlobalData.DEFINE_SIGNAL_HANDLERS_DEFAULT = False
+
+
+def solve_sudoku(known_cells):
+    known_cells.columns = ["i", "j", "k"]
+
+    # The grid indices and possible values.
+    N = np.arange(1, 9 + 1)
+
+    # Concrete model
+    model = pyo.ConcreteModel()
+
+    # Variable
+    model.X = pyo.Var(N, N, N, within=pyo.Binary)
+
+    # Constraints
+    model.row_constraint = pyo.ConstraintList()
+    model.col_constraint = pyo.ConstraintList()
+    model.block_constraint = pyo.ConstraintList()
+    model.allcells_constraint = pyo.ConstraintList()
+    model.knowncells_constraint = pyo.ConstraintList()
+
+    # Rows
+    for i in N:
+        for k in N:
+            model.row_constraint.add(sum(model.X[i, j, k] for j in N) == 1)
+
+    # Columns
+    for j in N:
+        for k in N:
+            model.col_constraint.add(sum(model.X[i, j, k] for i in N) == 1)
+
+    # Blocks
+    for i in np.arange(1, 9, 3):
+        for j in np.arange(1, 9, 3):
+            for k in N:
+                model.block_constraint.add(
+                    sum(
+                        model.X[p, q, k]
+                        for p in np.arange(i, i + 3)
+                        for q in np.arange(j, j + 3)
+                    )
+                    == 1
+                )
+
+    # All cells
+    for i in N:
+        for j in N:
+            model.allcells_constraint.add(sum(model.X[i, j, k] for k in N) == 1)
+
+    # Known cells
+    for i, j, k in zip(known_cells["i"], known_cells["j"], known_cells["k"]):
+        #     if k != 0:
+        model.knowncells_constraint.add(model.X[i, j, k] == 1)
+
+    # Objective (none)
+    model.objective = pyo.Objective(expr=1)
+
+    # Solving
+    opt = SolverFactory("glpk")
+    solution = opt.solve(model)
+
+    res = np.zeros((9, 9))
+
+    for v in model.component_data_objects(pyo.Var, active=True):
+        val = v.value
+        if val > 0:
+            i, j, k = [int(x) for x in re.findall("[0-9]", v.name)]
+            res[i - 1, j - 1] = k
+
+    return res
diff --git a/gallery/sudoku_solver/requirements.txt b/gallery/sudoku_solver/requirements.txt
new file mode 100644
index 0000000..7db8e3d
--- /dev/null
+++ b/gallery/sudoku_solver/requirements.txt
@@ -0,0 +1,5 @@
+numpy==1.19.4
+pandas==1.1.5
+pyomo==5.7.2
+glpk
+streamlit==0.73.1
diff --git a/gallery/sudoku_solver/sudoku_solver.py b/gallery/sudoku_solver/sudoku_solver.py
new file mode 100644
index 0000000..d5d20df
--- /dev/null
+++ b/gallery/sudoku_solver/sudoku_solver.py
@@ -0,0 +1,67 @@
+"""
+## Sudoku Solver
+
+A fast, interactive web application for solving Sudoku puzzles 
+using the optimization library Pyomo (https://www.pyomo.org/).
+
+Author: [Joshua Cook](https://joshuacook.netlify.app))\n
+Source: [Github](https://github.com/jhrcook/streamlit-sudoku)
+"""
+import streamlit as st
+
+# Your imports goes below
+import random
+import re
+from itertools import product
+
+import streamlit as st
+import pandas as pd
+import numpy as np
+from gallery.sudoku_solver.pyomo_sudoku_solver import solve_sudoku
+from gallery.sudoku_solver.ui_auxiliary import empty_board_str, board_matrix_to_dataframe
+
+
+def main():
+    st.title("Sudoku Solver")
+    st.markdown("A fast, interactive web application for solving Sudoku puzzles using the optimization library [Pyomo](https://www.pyomo.org/).")
+    
+    # Your code goes below
+    random.seed(0)
+
+    input_data = st.text_area(
+        label="Enter the starting state of the board.", value=empty_board_str, height=400
+    )
+
+    rows = np.repeat(np.arange(1, 10), 9)
+    cols = np.tile(np.arange(1, 10), 9)
+    values = []
+
+    for line in input_data.split("\n"):
+        if not "-" in line:
+            vals = re.findall("[0-9]", line.rstrip())
+            values += [int(x) for x in vals]
+
+    if len(rows) == len(cols) == len(values):
+
+        known_cells = pd.DataFrame({"i": rows, "j": cols, "k": values})
+        board = known_cells.copy()
+
+        known_cells = known_cells[known_cells["k"] != 0]
+
+        board.k = ["" if x == 0 else str(x) for x in board.k]
+        board = board.pivot(index="i", columns="j", values="k")
+
+        if st.button("Solve!"):
+            st.markdown("**Solution**")
+            res = solve_sudoku(known_cells)
+            st.write(board_matrix_to_dataframe(res))
+        else:
+            st.markdown("**Board layout**")
+            st.write(board)
+
+
+    else:
+        st.write("Something is wrong with the layout of the board. Please try again.")
+    
+
+main()
diff --git a/gallery/sudoku_solver/ui_auxiliary.py b/gallery/sudoku_solver/ui_auxiliary.py
new file mode 100644
index 0000000..e59a927
--- /dev/null
+++ b/gallery/sudoku_solver/ui_auxiliary.py
@@ -0,0 +1,21 @@
+import pandas as pd
+import numpy as np
+
+empty_board_str = """-------------------------
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+-------------------------
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+-------------------------
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+| 0 0 0 | 0 0 0 | 0 0 0 |
+-------------------------"""
+
+
+def board_matrix_to_dataframe(ary):
+    df = pd.DataFrame(ary, columns=np.arange(1, 10))
+    return df
diff --git a/gallery/test_runner_app/test_runner_app.py b/gallery/test_runner_app/test_runner_app.py
index e272086..df88b0f 100644
--- a/gallery/test_runner_app/test_runner_app.py
+++ b/gallery/test_runner_app/test_runner_app.py
@@ -2,9 +2,8 @@
 # pylint: disable=invalid-name
 from typing import List
 
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 from awesome_streamlit.database.apps_in_gallery import GITHUB_RAW_GALLERY_URL
 from awesome_streamlit.testing.models import \
     TesTItem  # Special Capitalization is due to PyTest
diff --git a/package/awesome_streamlit/core/services/other.py b/package/awesome_streamlit/core/services/other.py
index 44f3420..faed4cb 100644
--- a/package/awesome_streamlit/core/services/other.py
+++ b/package/awesome_streamlit/core/services/other.py
@@ -11,7 +11,6 @@
 from typing import Optional
 
 import streamlit as st
-
 from awesome_streamlit.database.settings import GITHUB_RAW_URL
 
 
diff --git a/package/awesome_streamlit/database/apps_in_gallery.py b/package/awesome_streamlit/database/apps_in_gallery.py
index f999d88..c405dac 100644
--- a/package/awesome_streamlit/database/apps_in_gallery.py
+++ b/package/awesome_streamlit/database/apps_in_gallery.py
@@ -231,5 +231,12 @@
         tags=[tags.CODE, tags.APP_IN_GALLERY],
         author=authors.STEFANO_TABACCO,
     ),
+    Resource(
+        name="Sudoku Solver",
+        url=GITHUB_RAW_GALLERY_URL + "sudoku_solver/sudoku_solver.py",
+        is_awesome=True,
+        tags=[tags.CODE, tags.APP_IN_GALLERY, tags.APP],
+        author=authors.JOSHUA_COOK,
+    ),
     DEFAULT_APP_IN_GALLERY,
 ]
diff --git a/package/awesome_streamlit/database/authors.py b/package/awesome_streamlit/database/authors.py
index 46652dd..4241743 100644
--- a/package/awesome_streamlit/database/authors.py
+++ b/package/awesome_streamlit/database/authors.py
@@ -43,6 +43,11 @@
 ESTEE_TEY = Author(name="Tey Siew Wen", url="https://github.com/lyqht")
 COLLIN_PRATHER = Author(name="Collin Prather", url="https://github.com/collinprather")
 STEFANO_TABACCO = Author(name="Stefano Tabacco", url="https://github.com/stabacco")
+JOSHUA_COOK = Author(
+    name="Joshua Cook", 
+    url="https://joshuacook.netlify.app",
+    # github_url="https://github.com/dchudz",
+)
 
 AUTHORS = [
     ALEXANDRE_DOMINGUES,
@@ -66,4 +71,5 @@
     DOUG_GUTHRIE,
     ESTEE_TEY,
     STEFANO_TABACCO,
+    JOSHUA_COOK
 ]
diff --git a/package/awesome_streamlit/database/resources.py b/package/awesome_streamlit/database/resources.py
index 1b9cb9f..02c2907 100644
--- a/package/awesome_streamlit/database/resources.py
+++ b/package/awesome_streamlit/database/resources.py
@@ -667,6 +667,13 @@
             tags=[tags.APP, tags.CODE],
             author=authors.COLLIN_PRATHER,
         ),
+        Resource(
+            "Creating a Streamlit web app, building with Docker + GitHub Actions, and hosting on Heroku",
+            url="https://joshuacook.netlify.app/post/streamlit-app-heroku/",
+            is_awesome=True,
+            tags=[tags.TUTORIAL, tags.ARTICLE, tags.DEPLOYMENT, tags.GUIDE],
+            author=authors.JOSHUA_COOK,
+        ),
     ]
     + STREAMLIT_EXAMPLE_APPS
     + STREAMLIT_EXAMPLE_APPS_FAILED_TEST
diff --git a/package/awesome_streamlit/testing/components.py b/package/awesome_streamlit/testing/components.py
index 9f240ba..4db522a 100644
--- a/package/awesome_streamlit/testing/components.py
+++ b/package/awesome_streamlit/testing/components.py
@@ -3,7 +3,6 @@
 from typing import Callable, List
 
 import streamlit as st
-
 from awesome_streamlit.testing import services
 from awesome_streamlit.testing.models import TesTItem
 
diff --git a/package/awesome_streamlit/testing/services/test_item.py b/package/awesome_streamlit/testing/services/test_item.py
index 94cf93f..6cf8810 100644
--- a/package/awesome_streamlit/testing/services/test_item.py
+++ b/package/awesome_streamlit/testing/services/test_item.py
@@ -9,7 +9,6 @@
 from typing import List
 
 import streamlit as st
-
 from awesome_streamlit import database
 from awesome_streamlit.shared.models import Resource
 from awesome_streamlit.testing.models import TesTItem
diff --git a/package/awesome_streamlit/testing/services/test_items_dataframe.py b/package/awesome_streamlit/testing/services/test_items_dataframe.py
index 62b1589..16f5d0e 100644
--- a/package/awesome_streamlit/testing/services/test_items_dataframe.py
+++ b/package/awesome_streamlit/testing/services/test_items_dataframe.py
@@ -6,7 +6,6 @@
 
 import pandas as pd
 import streamlit as st
-
 from awesome_streamlit.testing.models import TesTItem
 
 
diff --git a/package/setup.py b/package/setup.py
index 2682999..3eeaf45 100644
--- a/package/setup.py
+++ b/package/setup.py
@@ -6,7 +6,7 @@
 """
 import pathlib
 
-from setuptools import setup, find_packages
+from setuptools import find_packages, setup
 
 README_FILE_PATH = pathlib.Path(__file__).parent / "README.md"
 with open(README_FILE_PATH) as f:
diff --git a/package/tests/core/test_services.py b/package/tests/core/test_services.py
index 239cfbd..bb58680 100644
--- a/package/tests/core/test_services.py
+++ b/package/tests/core/test_services.py
@@ -2,7 +2,6 @@
 import urllib.request
 
 import pytest
-
 from awesome_streamlit.core import services
 
 
diff --git a/package/tests/shared/test_models.py b/package/tests/shared/test_models.py
index 692bea3..4855711 100644
--- a/package/tests/shared/test_models.py
+++ b/package/tests/shared/test_models.py
@@ -1,6 +1,5 @@
 """Test of the models"""
 import pytest
-
 from awesome_streamlit.shared.models import Author, Resource, Tag
 
 
diff --git a/package/tests/testing/test_models.py b/package/tests/testing/test_models.py
index adad8dd..8fff082 100644
--- a/package/tests/testing/test_models.py
+++ b/package/tests/testing/test_models.py
@@ -1,9 +1,9 @@
 """Here we test the models in the testing package"""
 import pytest
-
 # pylint: disable=redefined-outer-name
 from awesome_streamlit.shared.models import Author, Resource, Tag
 from awesome_streamlit.testing.models import TesTItem
+
 from tests.testing.test_module_example_folder import test_module_example_file
 
 
diff --git a/package/tests/testing/test_utils.py b/package/tests/testing/test_utils.py
index f2fe8c4..e96af27 100644
--- a/package/tests/testing/test_utils.py
+++ b/package/tests/testing/test_utils.py
@@ -2,7 +2,6 @@
 import pathlib
 
 import pytest
-
 from awesome_streamlit.testing import utils
 
 from . import test_module_example_folder
diff --git a/requirements_base.txt b/requirements_base.txt
index 817b2a4..658f268 100644
--- a/requirements_base.txt
+++ b/requirements_base.txt
@@ -76,3 +76,4 @@ docformatter==1.3.1
 pycodestyle==2.6.0
 yapf==0.30.0
 pyformat==0.7.0
+pyomo==5.7.2
diff --git a/scratchpad/issue2/problem1/a.py b/scratchpad/issue2/problem1/a.py
index e987670..9f87eb9 100644
--- a/scratchpad/issue2/problem1/a.py
+++ b/scratchpad/issue2/problem1/a.py
@@ -1,10 +1,9 @@
 """This module provides a reference test example for
 https://github.com/MarcSkovMadsen/awesome-streamlit/issues/2"""
-import streamlit as st
-
 import bf4.b4 as b4_new_name  # Hot reload works in b4.py file
 import bf.b  # Hot reloading works in b.py file
 import st_extensions  # Hot reloading works in st_extensions.py file
+import streamlit as st
 from bf2 import b2  # Hot reload does not work in b2.py file
 from bf3 import b3 as b3_new_name  # Hot reload does not work in b3.py file
 
diff --git a/scratchpad/issue2/problem1/bf/b.py b/scratchpad/issue2/problem1/bf/b.py
index 936f9b8..767c284 100644
--- a/scratchpad/issue2/problem1/bf/b.py
+++ b/scratchpad/issue2/problem1/bf/b.py
@@ -1,5 +1,4 @@
 import streamlit as st
-
 from bf.cf import c
 
 
diff --git a/scratchpad/issue2/problem1/bf/cf/c.py b/scratchpad/issue2/problem1/bf/cf/c.py
index 63dab89..cb3a617 100644
--- a/scratchpad/issue2/problem1/bf/cf/c.py
+++ b/scratchpad/issue2/problem1/bf/cf/c.py
@@ -1,5 +1,4 @@
 import streamlit as st
-
 from bf.cf.df import d
 
 
diff --git a/scripts/take_screenshots_of_resources.py b/scripts/take_screenshots_of_resources.py
index 6cb05ea..3b110c0 100644
--- a/scripts/take_screenshots_of_resources.py
+++ b/scripts/take_screenshots_of_resources.py
@@ -4,11 +4,10 @@
 import time
 import urllib.request
 
+import awesome_streamlit as ast
 from PIL import Image
 from selenium import webdriver
 
-import awesome_streamlit as ast
-
 ROOT = pathlib.Path(__file__).parent.parent / "assets/resources_screenshots"
 FILE = ROOT / "resource_urls.txt"
 
diff --git a/src/pages/about.py b/src/pages/about.py
index 9df4640..9c84bf2 100644
--- a/src/pages/about.py
+++ b/src/pages/about.py
@@ -1,7 +1,6 @@
 """Home page shown when the user enters the application"""
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 
 
 # pylint: disable=line-too-long
diff --git a/src/pages/gallery/index.py b/src/pages/gallery/index.py
index a08b6bd..57e4596 100644
--- a/src/pages/gallery/index.py
+++ b/src/pages/gallery/index.py
@@ -9,9 +9,8 @@
 import logging
 from typing import List
 
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 
 # Get an instance of a logger
 logging.basicConfig(format="%(asctime)s - %(message)s", level=logging.INFO)
diff --git a/src/pages/home.py b/src/pages/home.py
index beb0dc8..2aebbb3 100644
--- a/src/pages/home.py
+++ b/src/pages/home.py
@@ -1,7 +1,6 @@
 """Home page shown when the user enters the application"""
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 
 
 # pylint: disable=line-too-long
diff --git a/src/pages/resources.py b/src/pages/resources.py
index 95d94ce..e7bbbd9 100644
--- a/src/pages/resources.py
+++ b/src/pages/resources.py
@@ -1,9 +1,8 @@
 """This page is for searching and viewing the list of awesome resources"""
 import logging
 
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 from awesome_streamlit.core.services import resources
 
 logging.basicConfig(format="%(asctime)s - %(message)s", level=logging.INFO)
diff --git a/src/pages/vision.py b/src/pages/vision.py
index a3ddfea..c300220 100644
--- a/src/pages/vision.py
+++ b/src/pages/vision.py
@@ -1,9 +1,8 @@
 """Page for viewing the awesome Streamlit vision"""
 import pathlib
 
-import streamlit as st
-
 import awesome_streamlit as ast
+import streamlit as st
 
 
 @st.cache
diff --git a/tasks/__init__.py b/tasks/__init__.py
index d9dbe30..f70cddb 100644
--- a/tasks/__init__.py
+++ b/tasks/__init__.py
@@ -1,7 +1,7 @@
 """Here we import the different task submodules/ collections"""
 from invoke import Collection, task
 
-from tasks import docker, package, sphinx, test # pylint: disable=import-self
+from tasks import docker, package, sphinx, test  # pylint: disable=import-self
 
 # pylint: disable=invalid-name
 # as invoke only recognizes lower case