Python projects with best practices on Github?

1. production-tools

   1 2 518 0.0 Python

   A bare-bones repository demonstrating how to set up tools for data science projects that will help you write higher quality code.

   

   Production Tools: It’s a python repo used for data science projects.

2. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

3. requests

   2 94 52,892 7.4 Python

   A simple, yet elegant, HTTP library.

   

   Requests: Simple HTTP library for Python.

4. Flask

   3 144 69,586 8.5 Python

   The Python micro framework for building web applications.

   

   I have a link of micro framework that I use at my work that I'd like to share. It's Flask, I think this is a nice example to follow 😀

5. streamlit

   4 310 39,392 9.9 Python

   Streamlit — A faster way to build and share data apps.

   

   Check Streamlit out. You can use it to provide a nice and simple web interface to your data analysis/ML related projects.

6. dash

   5 56 22,452 9.8 Python

   Data Apps & Dashboards for Python. No JavaScript Required.

   

   I also heard of Dash which serves the same purpose I guess, but I think it has more to offer.

7. fastapi-memory-leak

   6 1 11 10.0 Shell

   

   Flask is battle tested, has 0 bugs (while for FastAPI there was a discussion about a potential memory leak ) and an incredible ecosystem with many complementary libraries (Flask-Admin, Flask-Migrate, Flask-SQLAlchemy, Flask-Security-Too....) that will speed up your development

8. trio

   7 19 6,521 9.8 Python

   Trio – a friendly Python library for async concurrency and I/O

   

   trio. the best code, the best documentation, awesome community.

9. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

10. smartsheet-python-sdk

    8 1 58 6.7 Python

    Library that uses Python to connect to Smartsheet services (using API 2.0).

    

    I refer back to the smartsheet-python-sdk from time to time. I like the way they use __get_attr__ to instantiate subclasses on the Smartsheet object.

11. dropbox-sdk-python

    9 4 954 4.4 Python

    The Official Dropbox API V2 SDK for Python

    

    The creation of the dropbox-sdk-python repo was almost certainly overseen by Guido van Rossum since he was working at Dropbox at the time. There is a note in the Smartsheet SDK repo that parts of it were developed by Dropbox as well.

12. PRAW

    10 528 3,697 8.6 Python

    PRAW, an acronym for "Python Reddit API Wrapper", is a python package that allows for simple access to Reddit's API.

    

    the reddit API is actually really nice: https://github.com/praw-dev/praw

13. black

    11 340 40,250 8.8 Python

    The uncompromising Python code formatter

    

    black is very well organized generic Python project example.

14. transformers

    12 212 144,686 10.0 Python

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    

    transformers is excellent ML project example.

15. stew

    13 1 24 8.0 Python

    Complete Python CI/CD solution built around Poetry. (by coveo)

    

    For best practices you can take a look at https://github.com/coveo/stew (disclaimer: I'm the author). It's a tool that works with Poetry and offers some freebies around Continuous Integration. It also comes with a Github Action to make this a free meal.

16. coveo-python-oss

    14 2 17 6.3 Python

    This collection of general purpose python magic was too good to keep for ourselves!

    

    You can take look at https://github.com/coveooss/coveo-python-oss for a monorepo that uses stew to test and ship several libraries to pypi.org.

17. ubelt

    15 7 731 7.9 Python

    A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!

    

    I'm fairly happy with my ubelt library.

18. sqlitestudio

    16 47 5,934 9.9 C

    A free, open source, multi-platform SQLite database manager.

    

19. CPython

    17 1,496 67,088 10.0 Python

    The Python programming language

    

    Someone else might have already mentioned it, but the source code for the Python standard library is done quite well (https://github.com/python/cpython/tree/main/Lib).

20. xonsh

    18 123 8,782 9.4 Python

    :shell: Python-powered shell. Full-featured and cross-platform.

    

    Python-powered shell https://xon.sh (open source) has good documentation, well structured modules and continuous delivery approach for releases by using unit testing. I'm wondering how small team cover all use cases during development. The approaches is not so super modern but as a whole it's good example of open source project.

21. dispatch

    19 21 5,745 9.9 Python

    All of the ad-hoc things you're doing to manage incidents today, done for you, and much more!

    

    Two random examples I found from 30 seconds of googling: Here’s Netflix using it in their crisis management tool, and here’s Uber using it in their deep learning framework.

22. ludwig

    20 3 11,460 3.7 Python

    Low-code framework for building custom LLMs, neural networks, and other AI models

    

    Two random examples I found from 30 seconds of googling: Here’s Netflix using it in their crisis management tool, and here’s Uber using it in their deep learning framework.

23. Kedro

    21 33 10,342 9.4 Python

    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

    

    You can also check out Kedro, it’s like the Flask for data science projects and helps apply clean code principles to data science code.

24. starlite

    22 73 2,019 9.4 Python

    Discontinued Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs [Moved to: https://github.com/litestar-org/litestar]

    

    Well, I'm not objective but I'd say Starlite (https://github.com/starlite-api/starlite) is a might fine codebase. You can also learn a lot about tooling and typing going through it.

25. piccolo

    23 8 1,601 8.5 Python

    A fast, user friendly ORM and query builder which supports asyncio. (by piccolo-orm)

    

    One other project that I enjoyed reading - to integrate with, is Picollo ORM (https://github.com/piccolo-orm/piccolo). The code is really readable.

26. SaaSHub

    www.saashub.com featured

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    

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