best-of-ml-python logo

best-of-ml-python

Free

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Text-to-SpeechFreeFree tier
Type
Open Source

About best-of-ml-python

best-of-ml-python is a curated, ranked list of awesome machine learning Python libraries, updated weekly. It covers a wide range of topics including NLP, deep learning, data science, computer vision, and more, providing a community-driven resource for discovering high-quality libraries. The project is open-source on GitHub, with over 23,700 stars, and welcomes contributions under a CC-BY-SA-4.0 license.

Key Features

Ranked list of awesome machine learning Python libraries
Updated weekly with the latest and greatest libraries
Categorizes libraries by topics such as NLP, deep learning, data visualization, automl, and more
Open-source project with 23.7k GitHub stars and community contributions
Features 208 releases as of November 2025

Pros & Cons

Pros
  • Comprehensive coverage of machine learning Python libraries across many subfields
  • Regularly updated (weekly) to stay current with new releases and trends
  • Community-driven: contributions, code of conduct, and open-source license
  • Free to use and explore without any restrictions
Cons
  • Not a tool itself but a directory; requires separate installation of listed libraries
  • Relies on community contributions for accuracy and completeness
  • May not include every niche or newly released library

Best For

Discovering high-quality Python libraries for machine learning projectsStaying informed about the latest tools and frameworks in the ML ecosystemComparing libraries across categories like NLP, deep learning, and data analysisFinding community-vetted resources for learning and development

Alternatives to best-of-ml-python

FAQ

What is best-of-ml-python?
It's a curated, ranked list of awesome machine learning Python libraries, updated weekly and hosted on GitHub.
How often is the list updated?
The list is updated weekly, with the latest release as of November 2025.
Is best-of-ml-python free to use?
Yes, it is open-source under the CC-BY-SA-4.0 license and free to use.
How can I contribute?
Contributions are welcome via GitHub; the repository includes a CONTRIBUTING.md file and code of conduct.