๐ Discover best-of lists with awesome open-source projects on all kinds of topics.
This curated list contains 10 best-of lists with a total of 12K stars grouped into 5 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!
๐งโโ๏ธ Create your own best-of list in just 3 minutes with this guide.
- Machine Learning & Data Engineering 5 projects
- Web Development 2 projects
- Development Tools 1 projects
- Programming Languages 1 projects
- Cryptocurrencies & Blockchain 1 projects
- ๐ฅ๐ฅ๐ฅ Combined project-quality score
- โญ๏ธ Star count from GitHub
- ๐ฃ New project (less than 6 months old)
- ๐ค Inactive project (6 months no activity)
- ๐ Dead project (12 months no activity)
- ๐๐ Project is trending up or down
- โ Project was recently added
- ๐จโ๐ป Contributors count from GitHub
- ๐ Fork count from GitHub
- ๐ Issue count from GitHub
- โฑ๏ธ Last update timestamp on package manager
- ๐ฅ Download count from package manager
- ๐ฆ Number of dependent projects
Best-of list with Python projects
Best-of list with JavaScript projects
Best-of lists about machine learning, data engieering, data science, or other topics related to big data.
best-of-ml-python (๐ฅ21 ยท โญ 6.5K) - A ranked list of awesome machine learning Python libraries... ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 21 ยท ๐ 850 ยท ๐ 26 - 19% open ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/ml-tooling/best-of-ml-python
best-of-jupyter (๐ฅ13 ยท โญ 410) - A ranked list of awesome Jupyter Notebook, Hub and Lab projects.. ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 9 ยท ๐ 43 ยท ๐ 8 - 75% open ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/ml-tooling/best-of-jupyter
best-of-streamlit (๐ฅ11 ยท โญ 390 ยท ๐ค) - A ranked gallery of awesome streamlit apps built by the.. ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 4 ยท ๐ 44 ยท ๐ 18 - 77% open ยท โฑ๏ธ 03.05.2021):
git clone https://github.com/jrieke/best-of-streamlit
best-of-ml-rust (๐ฅ7 ยท โญ 89 ยท ๐) - A ranked list of awesome machine learning Rust libraries.
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GitHub (๐จโ๐ป 2 ยท ๐ 1 ยท โฑ๏ธ 24.01.2022):
git clone https://github.com/e-tony/best-of-ml-rust
best-of-ml-julia (๐ฅ5 ยท โญ 5 ยท ๐ค) - A ranked list of awesome machine learning Julia libraries.
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GitHub (๐จโ๐ป 2 ยท โฑ๏ธ 16.09.2021):
git clone https://github.com/e-tony/best-of-ml-julia
Best-of lists about react, vue, angular, html5, css, or other topics related to web development.
best-of-web-python (๐ฅ15 ยท โญ 1.5K) - A ranked list of awesome python libraries for web.. ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 8 ยท ๐ 110 ยท ๐ 6 - 66% open ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/ml-tooling/best-of-web-python
best-of-react (๐ฅ12 ยท โญ 66 ยท ๐) - A ranked list of awesome React open-source libraries and tools... ![](https://camo.githubusercontent.com/9c333d09821fe7d7d1ad7e8b4b026b40cdf8f04c399e608780a52818e99d4213/68747470733a2f2f63646e2e69636f6e2d69636f6e732e636f6d2f69636f6e73322f323130382f504e472f3531322f6a6176617363726970745f69636f6e5f3133303930302e706e67)
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GitHub (๐จโ๐ป 2 ยท ๐ 9 ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/lukasmasuch/best-of-react
Best-of lists about tools & libraries to help with software development.
best-of-python-dev (๐ฅ14 ยท โญ 450 ยท ๐) - A ranked list of awesome python developer tools and.. ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 4 ยท ๐ 26 ยท ๐ 6 - 16% open ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/ml-tooling/best-of-python-dev
Best-of lists with general overviews on tools & libraries for a specific programming language.
best-of-python (๐ฅ17 ยท โญ 2.1K) - A ranked list of awesome Python open-source libraries and tools... ![](https://camo.githubusercontent.com/24169a15bd0ebce7464a9916dfdf18501e764369deae7a950e362e41a70083d5/68747470733a2f2f7777772e707974686f6e2e6f72672f7374617469632f66617669636f6e2e69636f)
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GitHub (๐จโ๐ป 7 ยท ๐ 150 ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/ml-tooling/best-of-python
Best-of lists about cryptocurrencies, bitcoin, ethereum, or other topics related to blockchain.
best-of-crypto (๐ฅ8 ยท โญ 13 ยท ๐ฃ) - A ranked list of awesome open-source crypto projects. Updated weekly.
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GitHub (๐ 2 ยท โฑ๏ธ 20.04.2022):
git clone https://github.com/lukasmasuch/best-of-crypto
- Awesome: Awesome lists about all kinds of interesting topics
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.