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best-of

馃弳聽 Discover best-of lists with awesome open-source projects on all kinds of topics.

This curated list contains 19 best-of lists with a total of 22K stars grouped into 7 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!

馃鈥嶁檪锔 Create your own best-of list in just 3 minutes with this guide.

Contents

Explanation

  • 馃馃馃聽 Combined project-quality score
  • 猸愶笍聽 Star count from GitHub
  • 馃悾聽 New project (less than 6 months old)
  • 馃挙聽 Inactive project (6 months no activity)
  • 馃拃聽 Dead project (12 months no activity)
  • 馃搱馃搲聽 Project is trending up or down
  • 聽 Project was recently added
  • 馃懆鈥嶐煉聽 Contributors count from GitHub
  • 馃攢聽 Fork count from GitHub
  • 馃搵聽 Issue count from GitHub
  • 鈴憋笍聽 Last update timestamp on package manager
  • 馃摜聽 Download count from package manager
  • 馃摝聽 Number of dependent projects
  • 聽 Best-of list with Python projects
  • 聽 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 (馃23 路 14K) - A ranked list of awesome machine learning Python libraries...
  • GitHub (馃懆鈥嶐煉 36 路 馃攢 2K 路 馃搵 46 - 32% open 路 鈴憋笍 27.04.2023):

     git clone https://github.com/ml-tooling/best-of-ml-python
    
best-of-jupyter (馃15 路 650) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects..
  • GitHub (馃懆鈥嶐煉 11 路 馃攢 62 路 馃搵 3 - 33% open 路 鈴憋笍 27.04.2023):

     git clone https://github.com/ml-tooling/best-of-jupyter
    
best-of-ml-rust (馃12 路 140 路 馃搱) - A ranked list of awesome machine learning Rust libraries.
  • GitHub (馃懆鈥嶐煉 2 路 馃攢 3 路 鈴憋笍 01.05.2023):

     git clone https://github.com/e-tornike/best-of-ml-rust
    
Show 2 hidden projects...
  • best-of-streamlit (馃12 路 620 路 馃拃) - A ranked gallery of awesome streamlit apps built by the..
  • best-of-ml-julia (馃5 路 10 路 馃拃) - 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 (馃16 路 1.9K) - A ranked list of awesome python libraries for web..
  • GitHub (馃懆鈥嶐煉 10 路 馃攢 140 路 馃搵 3 - 33% open 路 鈴憋笍 28.04.2023):

     git clone https://github.com/ml-tooling/best-of-web-python
    
best-of-react (馃15 路 420) - A ranked list of awesome React open-source libraries and tools...
  • GitHub (馃懆鈥嶐煉 5 路 馃攢 36 路 鈴憋笍 27.04.2023):

     git clone https://github.com/lukasmasuch/best-of-react
    
best-of-fastapi (馃6 路 7 路 馃悾) - List of automatically rated Python packages for FastAPI.
  • GitHub (馃懆鈥嶐煉 2 路 鈴憋笍 27.04.2023):

     git clone https://github.com/fkromer/best-of-fastapi
    
best-of-django (馃6 路 7 路 馃搲) - A ranked list of awesome Django related Python packages.
  • GitHub (馃攢 1 路 鈴憋笍 01.05.2023):

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

Native Development

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Best-of lists about iOS, Andnroid or other topics related to native development.

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 (馃16 路 720) - A ranked list of awesome python developer tools and..
  • GitHub (馃懆鈥嶐煉 6 路 馃攢 38 路 馃搵 6 - 16% open 路 鈴憋笍 27.04.2023):

     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 (馃13 路 220) - A ranked list of awesome MkDocs projects and plugins.
  • GitHub (馃懆鈥嶐煉 5 路 馃攢 9 路 馃搵 3 - 33% open 路 鈴憋笍 04.05.2023):

     git clone https://github.com/pawamoy/best-of-mkdocs
    
best-of-digital-gardens (馃12 路 160) - Ranked list of awesome digital gardens / second brains.
  • GitHub (馃懆鈥嶐煉 14 路 馃攢 13 路 鈴憋笍 04.05.2023):

     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 (馃18 路 3K) - A ranked list of awesome Python open-source libraries and tools...
  • GitHub (馃懆鈥嶐煉 10 路 馃攢 210 路 馃搵 8 - 50% open 路 鈴憋笍 04.05.2023):

     git clone https://github.com/ml-tooling/best-of-python
    
best-of-scala (馃6 路 3 路 馃悾) - A ranked list of awesome Scala libraries. Updated weekly.
  • GitHub (馃懆鈥嶐煉 2 路 鈴憋笍 28.04.2023):

     git clone https://github.com/stkeky/best-of-scala
    

Cryptocurrencies & Blockchain

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

best-of-crypto (馃13 路 120) - A ranked list of awesome open-source crypto projects. Updated weekly.
  • GitHub (馃懆鈥嶐煉 4 路 馃攢 20 路 鈴憋笍 03.05.2023):

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

Others

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best-of-ps (馃12 路 39 路 馃悾) - A weekly updated ranked list of popular open-source libraries and tools..
  • GitHub (馃懆鈥嶐煉 4 路 馃攢 5 路 馃搵 5 - 40% open 路 鈴憋笍 21.03.2023):

     git clone https://github.com/jinningwang/best-of-ps
    
thumbor/awesome-thumbor (馃12 路 29) - Everything thumbor, awesomely curated & updated weekly.
  • GitHub (馃懆鈥嶐煉 4 路 馃攢 3 路 鈴憋笍 03.05.2023):

     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