ipython-notebooks

Explore this repository of sample IPython notebooks for working with scikit-learn.

github.com/ogrisel/notebooks
ipython-notebooks homepage screenshot

About ipython-notebooks

This repository provides sample IPython notebooks for working with scikit-learn. The collection contains mostly unfinished machine learning experiments, with examples covering text classification, clustering model selection, face recognition, learning to rank, and time series. Some notebooks can be executed in a basic numpy, scipy, pandas, matplotlib, and scikit-learn environment.

Key features

  • Text classification example notebook
  • Labeled Faces in the Wild recognition notebook
  • Clustering model selection example notebook
  • Learning to Rank and preprocessing notebooks
  • Numpy introductory notebook
  • Time series example notebook
Best for: Learners who want to study scikit-learn workflows through example IPython notebooks.
Good for
  • Covers multiple machine learning topics in one collection
  • Some notebooks run with a basic numpy, scipy, pandas, matplotlib, and scikit-learn setup
Watch out for
  • Described as mostly unfinished machine learning experiments

ipython-notebooks at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Not stated
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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