Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Real Python Materials

Bonus materials, exercises, and example projects for Real Python's Python tutorials.

Build Status:

Got a Question?

The best way to get support for Real Python courses, articles, and code in this repository is to join one of our weekly Office Hours calls or to ask your question in the RP Community Chat.

Due to time constraints, we cannot provide 1:1 support via GitHub. See you on Slack or on the next Office Hours call 🙂

Adding Source Code & Sample Projects to This Repo (RP Contributors)

Running Code Style Checks

We use Ruff to ensure a consistent code style and formatting for all of our sample code in this repository.

Run the following commands to validate your code against the linters:

$ ruff format --check
$ ruff check

Make sure you're using the exact Ruff version specified in requirements.txt.

Running Python Code Formatter

Ruff can automatically ensure a consistent code formatting in this repository. On CI, it runs in "check" mode to ensure any new files added to the repo follow PEP 8. If you see linter warnings that say something like "would reformat some_file.py", then it means that Ruff disagrees with your formatting.

The easiest way to resolve these errors is to run Ruff locally on the code and then commit those changes, as explained below.

To automatically reformat your code to be consistent with our code style guidelines, run Ruff in the repository root folder:

$ ruff format
$ ruff check --fix

Name		Name	Last commit message	Last commit date
.devcontainer/wordcount		.devcontainer/wordcount
.github		.github
add-to-path		add-to-path
advent-of-code		advent-of-code
arcade-a-primer		arcade-a-primer
arcade-platformer		arcade-platformer
asterioids-pygame-project		asterioids-pygame-project
asyncio-walkthrough		asyncio-walkthrough
basic-input-output-in-python		basic-input-output-in-python
binary-search		binary-search
bpython		bpython
brython		brython
build-a-blog-from-scratch-django		build-a-blog-from-scratch-django
build-a-django-content-aggregator		build-a-django-content-aggregator
build-a-gui-with-wxpython		build-a-gui-with-wxpython
build-a-rest-api-frontend		build-a-rest-api-frontend
build-a-web-scraper		build-a-web-scraper
build-python-turtle-game-space-invaders-clone		build-python-turtle-game-space-invaders-clone
bulk-file-rename-tool-python		bulk-file-rename-tool-python
celery-async-tasks		celery-async-tasks
chatgpt-mentor		chatgpt-mentor
chatgpt-python-api		chatgpt-python-api
chatgpt-unit-tests-python		chatgpt-unit-tests-python
chatterbot		chatterbot
code-image-generator		code-image-generator
complex-numbers		complex-numbers
consuming-apis-python		consuming-apis-python
contact-book-python-textual		contact-book-python-textual
create-django-project		create-django-project
creating-and-modifying-pdfs		creating-and-modifying-pdfs
crud-operations		crud-operations
data-analysis		data-analysis
debug-python-errors		debug-python-errors
directory-tree-generator-python		directory-tree-generator-python
django-diary		django-diary
django-flashcards-app		django-flashcards-app
django-gunicorn-nginx		django-gunicorn-nginx
django-hosting-heroku		django-hosting-heroku
django-markdown		django-markdown
django-migrations		django-migrations
django-pagination		django-pagination
django-todo-list		django-todo-list
django-user-management		django-user-management
django-view-auth		django-view-auth
django-vue-graphql		django-vue-graphql
docker-continuous-integration		docker-continuous-integration
document-python-code-with-chatgpt		document-python-code-with-chatgpt
document-your-python-project-with-mkdocs		document-your-python-project-with-mkdocs
duck-typing-python		duck-typing-python
duckdb		duckdb
dwitter-part-1		dwitter-part-1
dwitter-part-2		dwitter-part-2
dwitter-part-3		dwitter-part-3
dwitter-part-4		dwitter-part-4
emacs-the-best-python-editor		emacs-the-best-python-editor
embedded-python		embedded-python
embeddings-and-vector-databases-with-chromadb		embeddings-and-vector-databases-with-chromadb
expressions-vs-statements		expressions-vs-statements
face-recognition		face-recognition
fastapi-jinja2-template		fastapi-jinja2-template
fastapi-python-web-apis		fastapi-python-web-apis
fastapi-url-shortener		fastapi-url-shortener
fastapi		fastapi
flask-connexion-rest-part-1		flask-connexion-rest-part-1
flask-connexion-rest-part-2		flask-connexion-rest-part-2
flask-connexion-rest-part-3		flask-connexion-rest-part-3
flask-connexion-rest-part-4		flask-connexion-rest-part-4
flask-database		flask-database
flask-google-login		flask-google-login
flask-logging		flask-logging
flask-project		flask-project
flush-print		flush-print
folium-web-maps		folium-web-maps
formatting-floats-f-strings		formatting-floats-f-strings
functional-programming-python		functional-programming-python
game-of-life-python		game-of-life-python
gemini-cli		gemini-cli
generators		generators
geopandas-basics		geopandas-basics
geoshops		geoshops
github-copilot		github-copilot
hangman-pysimplegui		hangman-pysimplegui
hangman-tui		hangman-tui
hashtable		hashtable
histograms		histograms
how-to-check-if-a-python-string-contains-a-substring		how-to-check-if-a-python-string-contains-a-substring
how-to-drop-null-values-in-pandas		how-to-drop-null-values-in-pandas
how-to-indent-in-python		how-to-indent-in-python
how-to-remove-item-from-list-python		how-to-remove-item-from-list-python
html-css-python		html-css-python
huggingface-transformers		huggingface-transformers
inherit-python-string		inherit-python-string
inheritance-and-composition		inheritance-and-composition
instance-class-static-methods		instance-class-static-methods
interacting-with-python		interacting-with-python
intro-to-bokeh		intro-to-bokeh
intro-to-threading		intro-to-threading
introduction-combining-data-pandas-merge-join-and-concat		introduction-combining-data-pandas-merge-join-and-concat
ipython-console		ipython-console
iterate-through-dictionary-python		iterate-through-dictionary-python

Name		Name	Last commit message	Last commit date
.devcontainer/wordcount		.devcontainer/wordcount
.github		.github
add-to-path		add-to-path
advent-of-code		advent-of-code
arcade-a-primer		arcade-a-primer
arcade-platformer		arcade-platformer
asterioids-pygame-project		asterioids-pygame-project
asyncio-walkthrough		asyncio-walkthrough
basic-input-output-in-python		basic-input-output-in-python
binary-search		binary-search
bpython		bpython
brython		brython
build-a-blog-from-scratch-django		build-a-blog-from-scratch-django
build-a-django-content-aggregator		build-a-django-content-aggregator
build-a-gui-with-wxpython		build-a-gui-with-wxpython
build-a-rest-api-frontend		build-a-rest-api-frontend
build-a-web-scraper		build-a-web-scraper
build-python-turtle-game-space-invaders-clone		build-python-turtle-game-space-invaders-clone
bulk-file-rename-tool-python		bulk-file-rename-tool-python
celery-async-tasks		celery-async-tasks
chatgpt-mentor		chatgpt-mentor
chatgpt-python-api		chatgpt-python-api
chatgpt-unit-tests-python		chatgpt-unit-tests-python
chatterbot		chatterbot
code-image-generator		code-image-generator
complex-numbers		complex-numbers
consuming-apis-python		consuming-apis-python
contact-book-python-textual		contact-book-python-textual
create-django-project		create-django-project
creating-and-modifying-pdfs		creating-and-modifying-pdfs
crud-operations		crud-operations
data-analysis		data-analysis
debug-python-errors		debug-python-errors
directory-tree-generator-python		directory-tree-generator-python
django-diary		django-diary
django-flashcards-app		django-flashcards-app
django-gunicorn-nginx		django-gunicorn-nginx
django-hosting-heroku		django-hosting-heroku
django-markdown		django-markdown
django-migrations		django-migrations
django-pagination		django-pagination
django-todo-list		django-todo-list
django-user-management		django-user-management
django-view-auth		django-view-auth
django-vue-graphql		django-vue-graphql
docker-continuous-integration		docker-continuous-integration
document-python-code-with-chatgpt		document-python-code-with-chatgpt
document-your-python-project-with-mkdocs		document-your-python-project-with-mkdocs
duck-typing-python		duck-typing-python
duckdb		duckdb
dwitter-part-1		dwitter-part-1
dwitter-part-2		dwitter-part-2
dwitter-part-3		dwitter-part-3
dwitter-part-4		dwitter-part-4
emacs-the-best-python-editor		emacs-the-best-python-editor
embedded-python		embedded-python
embeddings-and-vector-databases-with-chromadb		embeddings-and-vector-databases-with-chromadb
expressions-vs-statements		expressions-vs-statements
face-recognition		face-recognition
fastapi-jinja2-template		fastapi-jinja2-template
fastapi-python-web-apis		fastapi-python-web-apis
fastapi-url-shortener		fastapi-url-shortener
fastapi		fastapi
flask-connexion-rest-part-1		flask-connexion-rest-part-1
flask-connexion-rest-part-2		flask-connexion-rest-part-2
flask-connexion-rest-part-3		flask-connexion-rest-part-3
flask-connexion-rest-part-4		flask-connexion-rest-part-4
flask-database		flask-database
flask-google-login		flask-google-login
flask-logging		flask-logging
flask-project		flask-project
flush-print		flush-print
folium-web-maps		folium-web-maps
formatting-floats-f-strings		formatting-floats-f-strings
functional-programming-python		functional-programming-python
game-of-life-python		game-of-life-python
gemini-cli		gemini-cli
generators		generators
geopandas-basics		geopandas-basics
geoshops		geoshops
github-copilot		github-copilot
hangman-pysimplegui		hangman-pysimplegui
hangman-tui		hangman-tui
hashtable		hashtable
histograms		histograms
how-to-check-if-a-python-string-contains-a-substring		how-to-check-if-a-python-string-contains-a-substring
how-to-drop-null-values-in-pandas		how-to-drop-null-values-in-pandas
how-to-indent-in-python		how-to-indent-in-python
how-to-remove-item-from-list-python		how-to-remove-item-from-list-python
html-css-python		html-css-python
huggingface-transformers		huggingface-transformers
inherit-python-string		inherit-python-string
inheritance-and-composition		inheritance-and-composition
instance-class-static-methods		instance-class-static-methods
interacting-with-python		interacting-with-python
intro-to-bokeh		intro-to-bokeh
intro-to-threading		intro-to-threading
introduction-combining-data-pandas-merge-join-and-concat		introduction-combining-data-pandas-merge-join-and-concat
ipython-console		ipython-console
iterate-through-dictionary-python		iterate-through-dictionary-python

Name		Name	Last commit message	Last commit date
.devcontainer/wordcount		.devcontainer/wordcount
.github		.github
add-to-path		add-to-path
advent-of-code		advent-of-code
arcade-a-primer		arcade-a-primer
arcade-platformer		arcade-platformer
asterioids-pygame-project		asterioids-pygame-project
asyncio-walkthrough		asyncio-walkthrough
basic-input-output-in-python		basic-input-output-in-python
binary-search		binary-search
bpython		bpython
brython		brython
build-a-blog-from-scratch-django		build-a-blog-from-scratch-django
build-a-django-content-aggregator		build-a-django-content-aggregator
build-a-gui-with-wxpython		build-a-gui-with-wxpython
build-a-rest-api-frontend		build-a-rest-api-frontend
build-a-web-scraper		build-a-web-scraper
build-python-turtle-game-space-invaders-clone		build-python-turtle-game-space-invaders-clone
bulk-file-rename-tool-python		bulk-file-rename-tool-python
celery-async-tasks		celery-async-tasks
chatgpt-mentor		chatgpt-mentor
chatgpt-python-api		chatgpt-python-api
chatgpt-unit-tests-python		chatgpt-unit-tests-python
chatterbot		chatterbot
code-image-generator		code-image-generator
complex-numbers		complex-numbers
consuming-apis-python		consuming-apis-python
contact-book-python-textual		contact-book-python-textual
create-django-project		create-django-project
creating-and-modifying-pdfs		creating-and-modifying-pdfs
crud-operations		crud-operations
data-analysis		data-analysis
debug-python-errors		debug-python-errors
directory-tree-generator-python		directory-tree-generator-python
django-diary		django-diary
django-flashcards-app		django-flashcards-app
django-gunicorn-nginx		django-gunicorn-nginx
django-hosting-heroku		django-hosting-heroku
django-markdown		django-markdown
django-migrations		django-migrations
django-pagination		django-pagination
django-todo-list		django-todo-list
django-user-management		django-user-management
django-view-auth		django-view-auth
django-vue-graphql		django-vue-graphql
docker-continuous-integration		docker-continuous-integration
document-python-code-with-chatgpt		document-python-code-with-chatgpt
document-your-python-project-with-mkdocs		document-your-python-project-with-mkdocs
duck-typing-python		duck-typing-python
duckdb		duckdb
dwitter-part-1		dwitter-part-1
dwitter-part-2		dwitter-part-2
dwitter-part-3		dwitter-part-3
dwitter-part-4		dwitter-part-4
emacs-the-best-python-editor		emacs-the-best-python-editor
embedded-python		embedded-python
embeddings-and-vector-databases-with-chromadb		embeddings-and-vector-databases-with-chromadb
expressions-vs-statements		expressions-vs-statements
face-recognition		face-recognition
fastapi-jinja2-template		fastapi-jinja2-template
fastapi-python-web-apis		fastapi-python-web-apis
fastapi-url-shortener		fastapi-url-shortener
fastapi		fastapi
flask-connexion-rest-part-1		flask-connexion-rest-part-1
flask-connexion-rest-part-2		flask-connexion-rest-part-2
flask-connexion-rest-part-3		flask-connexion-rest-part-3
flask-connexion-rest-part-4		flask-connexion-rest-part-4
flask-database		flask-database
flask-google-login		flask-google-login
flask-logging		flask-logging
flask-project		flask-project
flush-print		flush-print
folium-web-maps		folium-web-maps
formatting-floats-f-strings		formatting-floats-f-strings
functional-programming-python		functional-programming-python
game-of-life-python		game-of-life-python
gemini-cli		gemini-cli
generators		generators
geopandas-basics		geopandas-basics
geoshops		geoshops
github-copilot		github-copilot
hangman-pysimplegui		hangman-pysimplegui
hangman-tui		hangman-tui
hashtable		hashtable
histograms		histograms
how-to-check-if-a-python-string-contains-a-substring		how-to-check-if-a-python-string-contains-a-substring
how-to-drop-null-values-in-pandas		how-to-drop-null-values-in-pandas
how-to-indent-in-python		how-to-indent-in-python
how-to-remove-item-from-list-python		how-to-remove-item-from-list-python
html-css-python		html-css-python
huggingface-transformers		huggingface-transformers
inherit-python-string		inherit-python-string
inheritance-and-composition		inheritance-and-composition
instance-class-static-methods		instance-class-static-methods
interacting-with-python		interacting-with-python
intro-to-bokeh		intro-to-bokeh
intro-to-threading		intro-to-threading
introduction-combining-data-pandas-merge-join-and-concat		introduction-combining-data-pandas-merge-join-and-concat
ipython-console		ipython-console
iterate-through-dictionary-python		iterate-through-dictionary-python

Name		Name	Last commit message	Last commit date
.devcontainer/wordcount		.devcontainer/wordcount
.github		.github
add-to-path		add-to-path
advent-of-code		advent-of-code
arcade-a-primer		arcade-a-primer
arcade-platformer		arcade-platformer
asterioids-pygame-project		asterioids-pygame-project
asyncio-walkthrough		asyncio-walkthrough
basic-input-output-in-python		basic-input-output-in-python
binary-search		binary-search
bpython		bpython
brython		brython
build-a-blog-from-scratch-django		build-a-blog-from-scratch-django
build-a-django-content-aggregator		build-a-django-content-aggregator
build-a-gui-with-wxpython		build-a-gui-with-wxpython
build-a-rest-api-frontend		build-a-rest-api-frontend
build-a-web-scraper		build-a-web-scraper
build-python-turtle-game-space-invaders-clone		build-python-turtle-game-space-invaders-clone
bulk-file-rename-tool-python		bulk-file-rename-tool-python
celery-async-tasks		celery-async-tasks
chatgpt-mentor		chatgpt-mentor
chatgpt-python-api		chatgpt-python-api
chatgpt-unit-tests-python		chatgpt-unit-tests-python
chatterbot		chatterbot
code-image-generator		code-image-generator
complex-numbers		complex-numbers
consuming-apis-python		consuming-apis-python
contact-book-python-textual		contact-book-python-textual
create-django-project		create-django-project
creating-and-modifying-pdfs		creating-and-modifying-pdfs
crud-operations		crud-operations
data-analysis		data-analysis
debug-python-errors		debug-python-errors
directory-tree-generator-python		directory-tree-generator-python
django-diary		django-diary
django-flashcards-app		django-flashcards-app
django-gunicorn-nginx		django-gunicorn-nginx
django-hosting-heroku		django-hosting-heroku
django-markdown		django-markdown
django-migrations		django-migrations
django-pagination		django-pagination
django-todo-list		django-todo-list
django-user-management		django-user-management
django-view-auth		django-view-auth
django-vue-graphql		django-vue-graphql
docker-continuous-integration		docker-continuous-integration
document-python-code-with-chatgpt		document-python-code-with-chatgpt
document-your-python-project-with-mkdocs		document-your-python-project-with-mkdocs
duck-typing-python		duck-typing-python
duckdb		duckdb
dwitter-part-1		dwitter-part-1
dwitter-part-2		dwitter-part-2
dwitter-part-3		dwitter-part-3
dwitter-part-4		dwitter-part-4
emacs-the-best-python-editor		emacs-the-best-python-editor
embedded-python		embedded-python
embeddings-and-vector-databases-with-chromadb		embeddings-and-vector-databases-with-chromadb
expressions-vs-statements		expressions-vs-statements
face-recognition		face-recognition
fastapi-jinja2-template		fastapi-jinja2-template
fastapi-python-web-apis		fastapi-python-web-apis
fastapi-url-shortener		fastapi-url-shortener
fastapi		fastapi
flask-connexion-rest-part-1		flask-connexion-rest-part-1
flask-connexion-rest-part-2		flask-connexion-rest-part-2
flask-connexion-rest-part-3		flask-connexion-rest-part-3
flask-connexion-rest-part-4		flask-connexion-rest-part-4
flask-database		flask-database
flask-google-login		flask-google-login
flask-logging		flask-logging
flask-project		flask-project
flush-print		flush-print
folium-web-maps		folium-web-maps
formatting-floats-f-strings		formatting-floats-f-strings
functional-programming-python		functional-programming-python
game-of-life-python		game-of-life-python
gemini-cli		gemini-cli
generators		generators
geopandas-basics		geopandas-basics
geoshops		geoshops
github-copilot		github-copilot
hangman-pysimplegui		hangman-pysimplegui
hangman-tui		hangman-tui
hashtable		hashtable
histograms		histograms
how-to-check-if-a-python-string-contains-a-substring		how-to-check-if-a-python-string-contains-a-substring
how-to-drop-null-values-in-pandas		how-to-drop-null-values-in-pandas
how-to-indent-in-python		how-to-indent-in-python
how-to-remove-item-from-list-python		how-to-remove-item-from-list-python
html-css-python		html-css-python
huggingface-transformers		huggingface-transformers
inherit-python-string		inherit-python-string
inheritance-and-composition		inheritance-and-composition
instance-class-static-methods		instance-class-static-methods
interacting-with-python		interacting-with-python
intro-to-bokeh		intro-to-bokeh
intro-to-threading		intro-to-threading
introduction-combining-data-pandas-merge-join-and-concat		introduction-combining-data-pandas-merge-join-and-concat
ipython-console		ipython-console
iterate-through-dictionary-python		iterate-through-dictionary-python

Name		Name	Last commit message	Last commit date
.devcontainer/wordcount		.devcontainer/wordcount
.github		.github
add-to-path		add-to-path
advent-of-code		advent-of-code
arcade-a-primer		arcade-a-primer
arcade-platformer		arcade-platformer
asterioids-pygame-project		asterioids-pygame-project
asyncio-walkthrough		asyncio-walkthrough
basic-input-output-in-python		basic-input-output-in-python
binary-search		binary-search
bpython		bpython
brython		brython
build-a-blog-from-scratch-django		build-a-blog-from-scratch-django
build-a-django-content-aggregator		build-a-django-content-aggregator
build-a-gui-with-wxpython		build-a-gui-with-wxpython
build-a-rest-api-frontend		build-a-rest-api-frontend
build-a-web-scraper		build-a-web-scraper
build-python-turtle-game-space-invaders-clone		build-python-turtle-game-space-invaders-clone
bulk-file-rename-tool-python		bulk-file-rename-tool-python
celery-async-tasks		celery-async-tasks
chatgpt-mentor		chatgpt-mentor
chatgpt-python-api		chatgpt-python-api
chatgpt-unit-tests-python		chatgpt-unit-tests-python
chatterbot		chatterbot
code-image-generator		code-image-generator
complex-numbers		complex-numbers
consuming-apis-python		consuming-apis-python
contact-book-python-textual		contact-book-python-textual
create-django-project		create-django-project
creating-and-modifying-pdfs		creating-and-modifying-pdfs
crud-operations		crud-operations
data-analysis		data-analysis
debug-python-errors		debug-python-errors
directory-tree-generator-python		directory-tree-generator-python
django-diary		django-diary
django-flashcards-app		django-flashcards-app
django-gunicorn-nginx		django-gunicorn-nginx
django-hosting-heroku		django-hosting-heroku
django-markdown		django-markdown
django-migrations		django-migrations
django-pagination		django-pagination
django-todo-list		django-todo-list
django-user-management		django-user-management
django-view-auth		django-view-auth
django-vue-graphql		django-vue-graphql
docker-continuous-integration		docker-continuous-integration
document-python-code-with-chatgpt		document-python-code-with-chatgpt
document-your-python-project-with-mkdocs		document-your-python-project-with-mkdocs
duck-typing-python		duck-typing-python
duckdb		duckdb
dwitter-part-1		dwitter-part-1
dwitter-part-2		dwitter-part-2
dwitter-part-3		dwitter-part-3
dwitter-part-4		dwitter-part-4
emacs-the-best-python-editor		emacs-the-best-python-editor
embedded-python		embedded-python
embeddings-and-vector-databases-with-chromadb		embeddings-and-vector-databases-with-chromadb
expressions-vs-statements		expressions-vs-statements
face-recognition		face-recognition
fastapi-jinja2-template		fastapi-jinja2-template
fastapi-python-web-apis		fastapi-python-web-apis
fastapi-url-shortener		fastapi-url-shortener
fastapi		fastapi
flask-connexion-rest-part-1		flask-connexion-rest-part-1
flask-connexion-rest-part-2		flask-connexion-rest-part-2
flask-connexion-rest-part-3		flask-connexion-rest-part-3
flask-connexion-rest-part-4		flask-connexion-rest-part-4
flask-database		flask-database
flask-google-login		flask-google-login
flask-logging		flask-logging
flask-project		flask-project
flush-print		flush-print
folium-web-maps		folium-web-maps
formatting-floats-f-strings		formatting-floats-f-strings
functional-programming-python		functional-programming-python
game-of-life-python		game-of-life-python
gemini-cli		gemini-cli
generators		generators
geopandas-basics		geopandas-basics
geoshops		geoshops
github-copilot		github-copilot
hangman-pysimplegui		hangman-pysimplegui
hangman-tui		hangman-tui
hashtable		hashtable
histograms		histograms
how-to-check-if-a-python-string-contains-a-substring		how-to-check-if-a-python-string-contains-a-substring
how-to-drop-null-values-in-pandas		how-to-drop-null-values-in-pandas
how-to-indent-in-python		how-to-indent-in-python
how-to-remove-item-from-list-python		how-to-remove-item-from-list-python
html-css-python		html-css-python
huggingface-transformers		huggingface-transformers
inherit-python-string		inherit-python-string
inheritance-and-composition		inheritance-and-composition
instance-class-static-methods		instance-class-static-methods
interacting-with-python		interacting-with-python
intro-to-bokeh		intro-to-bokeh
intro-to-threading		intro-to-threading
introduction-combining-data-pandas-merge-join-and-concat		introduction-combining-data-pandas-merge-join-and-concat
ipython-console		ipython-console
iterate-through-dictionary-python		iterate-through-dictionary-python

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