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Best-of Machine Learning with Python

A ranked, regularly updated list of open-source machine learning libraries for Python.

What it does

This is a curated list of open-source machine learning projects written in Python, grouped into dozens of categories such as text, images, audio, time series and model explainability.

Projects are ranked by a quality score worked out automatically from public data, and marked when they are new, trending or inactive. Its makers say the list is updated weekly.

Who it's for

Developers, students and data scientists looking for the right tool for a job.

Can I use it without coding?

Yes. It is a web page you can browse. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Runs on
Web browser
Computer
An ordinary computer is fine
API key
Not needed

Try it

  1. Browse the list by category, such as text, images or audio.
  2. Follow a project's link to learn more about it.

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (CC-BY-SA-4.0): Read the license on the GitHub page before using it for business.
  • More on staying safe