/best-of

๐Ÿ† Discover best-of lists with awesome open-source projects on all kinds of topics.

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best-of

๐Ÿ†  Discover best-of lists with awesome open-source projects on all kinds of topics.

This curated list contains 17 best-of lists with a total of 19K stars grouped into 6 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from Github and different package managers. If you like to add or update projects, feel free to open an issue, submit a pull request, or directly edit the projects.yaml. Contributions are very welcome!

๐Ÿง™โ€โ™‚๏ธ Create your own best-of list in just 3 minutes with this guide.

Contents

Explanation

  • ๐Ÿฅ‡๐Ÿฅˆ๐Ÿฅ‰  Combined project-quality score
  • โญ๏ธ  Star count from GitHub
  • ๐Ÿฃ  New project (less than 6 months old)
  • ๐Ÿ’ค  Inactive project (6 months no activity)
  • ๐Ÿ’€  Dead project (12 months no activity)
  • ๐Ÿ“ˆ๐Ÿ“‰  Project is trending up or down
  • โž•  Project was recently added
  • ๐Ÿ‘จโ€๐Ÿ’ป  Contributors count from GitHub
  • ๐Ÿ”€  Fork count from GitHub
  • ๐Ÿ“‹  Issue count from GitHub
  • โฑ๏ธ  Last update timestamp on package manager
  • ๐Ÿ“ฅ  Download count from package manager
  • ๐Ÿ“ฆ  Number of dependent projects
  •   Best-of list with Python projects
  •   Best-of list with JavaScript projects

Machine Learning & Data Engineering

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Best-of lists about machine learning, data engieering, data science, or other topics related to big data.

best-of-ml-python (๐Ÿฅ‡24 ยท โญ 12K ยท ๐Ÿ“ˆ) - A ranked list of awesome machine learning Python..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 35 ยท ๐Ÿ”€ 1.8K ยท ๐Ÿ“‹ 38 - 21% open ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/ml-tooling/best-of-ml-python
    
best-of-jupyter (๐Ÿฅˆ15 ยท โญ 570) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 10 ยท ๐Ÿ”€ 54 ยท ๐Ÿ“‹ 8 - 75% open ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/ml-tooling/best-of-jupyter
    
best-of-ml-rust (๐Ÿฅ‰8 ยท โญ 110) - A ranked list of awesome machine learning Rust libraries.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 2 ยท ๐Ÿ”€ 3 ยท โฑ๏ธ 16.12.2022):

     git clone https://github.com/e-tornike/best-of-ml-rust
    
Show 2 hidden projects...
  • best-of-streamlit (๐Ÿฅ‰12 ยท โญ 510 ยท ๐Ÿ’€) - A ranked gallery of awesome streamlit apps built by the..
  • best-of-ml-julia (๐Ÿฅ‰5 ยท โญ 8 ยท ๐Ÿ’€) - A ranked list of awesome machine learning Julia libraries.

Web Development

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Best-of lists about react, vue, angular, html5, css, or other topics related to web development.

best-of-web-python (๐Ÿฅ‡17 ยท โญ 1.8K ยท ๐Ÿ“ˆ) - A ranked list of awesome python libraries for web..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 9 ยท ๐Ÿ”€ 130 ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/ml-tooling/best-of-web-python
    
best-of-react (๐Ÿฅˆ16 ยท โญ 360 ยท ๐Ÿ“ˆ) - A ranked list of awesome React open-source libraries and..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 5 ยท ๐Ÿ”€ 26 ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/lukasmasuch/best-of-react
    
best-of-django (๐Ÿฅ‰6 ยท โญ 1 ยท ๐Ÿฃ) - A ranked list of awesome Django related Python packages.
  • GitHub (โฑ๏ธ 28.12.2022):

     git clone https://github.com/fkromer/best-of-django
    
best-of-fastapi (๐Ÿฅ‰4 ยท โญ 1 ยท ๐Ÿฃ) - List of automatically rated Python packages for FastAPI.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 2 ยท โฑ๏ธ 22.12.2022):

     git clone https://github.com/fkromer/best-of-fastapi
    
Show 1 hidden projects...

Development Tools

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Best-of lists about tools & libraries to help with software development.

best-of-python-dev (๐Ÿฅ‡17 ยท โญ 640 ยท ๐Ÿ“ˆ) - A ranked list of awesome python developer tools and..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 5 ยท ๐Ÿ”€ 33 ยท ๐Ÿ“‹ 6 - 16% open ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/ml-tooling/best-of-python-dev
    

Documentation

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Best-of lists about documentations & tools to create documentations.

best-of-mkdocs (๐Ÿฅ‡12 ยท โญ 110) - A ranked list of awesome MkDocs projects and plugins.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 4 ยท ๐Ÿ”€ 4 ยท ๐Ÿ“‹ 3 - 33% open ยท โฑ๏ธ 22.12.2022):

     git clone https://github.com/pawamoy/best-of-mkdocs
    
best-of-digital-gardens (๐Ÿฅ‰10 ยท โญ 87) - Ranked list of awesome digital gardens / second brains.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 11 ยท ๐Ÿ”€ 8 ยท โฑ๏ธ 28.12.2022):

     git clone https://github.com/lyz-code/best-of-digital-gardens
    

Programming Languages

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Best-of lists with general overviews on tools & libraries for a specific programming language.

best-of-python (๐Ÿฅ‡19 ยท โญ 2.7K ยท ๐Ÿ“ˆ) - A ranked list of awesome Python open-source libraries and..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 9 ยท ๐Ÿ”€ 190 ยท ๐Ÿ“‹ 6 - 33% open ยท โฑ๏ธ 16.12.2022):

     git clone https://github.com/ml-tooling/best-of-python
    

Cryptocurrencies & Blockchain

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Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics related to blockchain.

best-of-crypto (๐Ÿฅ‡13 ยท โญ 78) - A ranked list of awesome open-source crypto projects. Updated weekly.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 3 ยท ๐Ÿ”€ 15 ยท โฑ๏ธ 17.12.2022):

     git clone https://github.com/lukasmasuch/best-of-crypto
    

Others

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best-of-ps (๐Ÿฅ‡10 ยท โญ 24 ยท ๐Ÿฃ) - A weekly updated ranked list of popular open-source libraries and tools..
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 2 ยท ๐Ÿ”€ 2 ยท โฑ๏ธ 23.12.2022):

     git clone https://github.com/jinningwang/best-of-ps
    
thumbor/awesome-thumbor (๐Ÿฅ‡10 ยท โญ 19) - Everything thumbor, awesomely curated & updated weekly.
  • GitHub (๐Ÿ‘จโ€๐Ÿ’ป 4 ยท ๐Ÿ”€ 3 ยท โฑ๏ธ 28.12.2022):

     git clone https://github.com/thumbor/awesome-thumbor
    

Related Resources

  • Awesome: Awesome lists about all kinds of interesting topics

Contribution

Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:

  • Open an issue by selecting one of the provided categories from the issue page and fill in the requested information.
  • Modify the projects.yaml with your additions or changes, and submit a pull request. This can also be done directly via the Github UI.

If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the best-of-generator repository. If you like to create your own best-of list, we recommend to follow this guide.

For more information on how to add or update projects, please read the contribution guidelines. By participating in this project, you agree to abide by its Code of Conduct.

License

CC0