best-of

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

This curated list contains 23 best-of lists with a total of 33K stars grouped into 10 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!

🧙‍♂️ Create your own best-of list in just 3 minutes with this guide.

Contents

• Machine Learning & Data Engineering 6 projects
• Web Development 5 projects
• Native Development 1 projects
• Robot Development 1 projects
• Embedded Development 1 projects
• Development Tools 1 projects
• Documentation 2 projects
• Programming Languages 2 projects
• Internet 1 projects
• Cryptocurrencies & Blockchain 1 projects
• Others 2 projects

Explanation

• 🥇🥈🥉  Combined project-quality score
• ⭐️  Star count from GitHub
• 🐣  New project (less than 6 months old)
• 💤  Inactive project (6 months no activity)
• 💀  Dead project (12 months no activity)
• 📈📉  Project is trending up or down
• ➕  Project was recently added
• 👨‍💻  Contributors count from GitHub
• 🔀  Fork count from GitHub
• 📋  Issue count from GitHub
• ⏱️  Last update timestamp on package manager
• 📥  Download count from package manager
• 📦  Number of dependent projects
•   Best-of list with Python projects
•   Best-of list with JavaScript projects

Machine Learning & Data Engineering

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

best-of-jupyter (🥈10 · ⭐ 1.1K · 💤) - A ranked list of awesome Jupyter Notebook, Hub and Lab..

• GitHub (👨‍💻 14 · 🔀 90):

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

Show 5 hidden projects...

• best-of-ml-python (🥇14 · ⭐ 16K · 💀) - A ranked list of awesome machine learning Python..
• awesome-gpts (🥈11 · ⭐ 1.4K · 💀) - Collection of all the GPTs created by the community.
• best-of-streamlit (🥈10 · ⭐ 1.1K · 💀) - A ranked gallery of awesome streamlit apps built by the..
• best-of-ml-rust (🥉7 · ⭐ 120 · 💀) - A ranked list of awesome machine learning Rust libraries.
• best-of-ml-julia (🥉5 · ⭐ 6 · 💀) - A ranked list of awesome machine learning Julia libraries.

Web Development

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

best-of-web-python (🥇11 · ⭐ 2.6K · 💤) - A ranked list of awesome python libraries for web..

• GitHub (👨‍💻 17 · 🔀 190):

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

best-of-django (🥉8 · ⭐ 140) - A ranked list of awesome Django related Python packages.

• GitHub (👨‍💻 5 · 🔀 15):

  git clone https://github.com/fkromer/best-of-django
  

best-of-fastapi (🥉8 · ⭐ 48) - List of automatically rated Python packages for FastAPI.

• GitHub (👨‍💻 4 · 🔀 2):

  git clone https://github.com/fkromer/best-of-fastapi
  

Show 2 hidden projects...

• best-of-react (🥈9 · ⭐ 890 · 💀) - A ranked list of awesome React open-source libraries and tools...
• best-of-vue (🥉5 · ⭐ 6 · 💀) - List of automatically rated Vue projects.

Native Development

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

Show 1 hidden projects...

• best-of-react-native (🥇4 · ⭐ 9 · 💀) - List of automatically rated React Native projects.

Robot Development

Best-of lists about Robots or other topics related to robot development.

best-of-robot-simulators (🥇10 · ⭐ 1.5K) - A Best-of-list of Robot Simulators, re-generated weekly..

• GitHub (👨‍💻 18 · 🔀 120):

  git clone https://github.com/knmcguire/best-of-robot-simulators
  

Embedded Development

Best-of lists about Embedded Linux or other topics related to embedded development.

best-of-rust-on-embedded-linux (🥇6 · ⭐ 14) - A ranked list of awesome Rust crates and projects..

• GitHub (👨‍💻 4 · 🔀 2):

  git clone https://github.com/fkromer/best-of-rust-on-embedded-linux
  

Development Tools

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

best-of-python-dev (🥇10 · ⭐ 1.2K · 💤) - A ranked list of awesome python developer tools and..

• GitHub (👨‍💻 9 · 🔀 53):

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

Documentation

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

best-of-mkdocs (🥇11 · ⭐ 1.7K) - A list of awesome MkDocs projects and plugins.

• GitHub (👨‍💻 63 · 🔀 120):

  git clone https://github.com/mkdocs/catalog
  

Show 1 hidden projects...

• best-of-digital-gardens (🥉8 · ⭐ 26 · 💀) - Ranked list of awesome digital gardens / second brains.

Programming Languages

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

best-of-scala (🥉10 · ⭐ 290) - A ranked list of awesome Scala projects. Updated weekly.

• GitHub (👨‍💻 18 · 🔀 25):

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

Show 1 hidden projects...

• best-of-python (🥇11 · ⭐ 3.6K · 💀) - A ranked list of awesome Python open-source libraries and..

Internet

Best-of lists about internet, browsers, services, standards, identity and digital interactions

best-of-digital-identity (🥇8 · ⭐ 180) - A ranked list of awesome Digital Identity open source..

• GitHub (👨‍💻 7 · 🔀 16):

  git clone https://github.com/jruizaranguren/best-of-digital-identity
  

Cryptocurrencies & Blockchain

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

Show 1 hidden projects...

• best-of-crypto (🥇9 · ⭐ 260 · 💀) - A ranked list of awesome open-source crypto projects. Updated weekly.

Others

thumbor/awesome-thumbor (🥇7 · ⭐ 73 · 💤) - Everything thumbor, awesomely curated & updated weekly.

• GitHub (👨‍💻 5 · 🔀 4):

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

best-of-ps (🥉6 · ⭐ 29) - A weekly updated ranked list of popular open-source libraries and tools for..

• GitHub (👨‍💻 7 · 🔀 1):

  git clone https://github.com/jinningwang/best-of-ps
  

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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