lukasmasuch/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
This is a curated, ranked list of open-source machine learning tools available for Python users. It helps practitioners discover the best options for tasks like image processing, natural language understanding, or financial modeling. Each entry includes a quality score, activity status, and links to installation instructions, enabling machine learning engineers and data scientists to efficiently select reliable libraries for their projects.
23,316 stars. Actively maintained with 1 commit in the last 30 days.
Use this if you are a machine learning engineer or data scientist looking for high-quality, actively maintained Python libraries to build or improve your machine learning models.
Not ideal if you are looking for introductory guides to machine learning concepts or a general list of all Python libraries, as this focuses specifically on ranked, open-source ML tools.
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Mar 12, 2026
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