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Machine Learning with PyTorch and Scikit-Learn (code)

Code examples for a machine-learning textbook, chapter by chapter.

New this week

What it does

This holds the code notebooks for the book Machine Learning with PyTorch and Scikit-Learn, covering topics from basic classifiers to transformers and reinforcement learning.

The README notes the notebooks may not be useful without the book's text.

Who it's for

Readers of the book and learners studying machine learning.

Can I use it without coding?

Developers only. The notebooks are Python code. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Computer
An ordinary computer is fine
Privacy
Runs on your own device: your data stays with you
API key
Not needed

Try 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 (MIT): Very permissive: free to use, change and share, including for business.
  • More on staying safe

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