intro-stat-learning/ISLP_labs resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1377 stars · 814 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Up-to-date Jupyter notebook labs accompanying the textbook 'An Introduction to Statistical Learning with Python' (ISLP), maintained by the book's authors. It provides runnable notebooks with a reproducible uv-based environment setup.

Use cases

• work through ISLP textbook labs in Python
• learn statistical learning with hands-on notebooks
• reproduce ISLP lab results in a fresh environment
• practice regression and classification with scikit-learn
• set up a teaching environment for an intro stats learning course

When to choose

• you are studying the ISLP book and want the official, current labs
• you need reproducible notebook environments for teaching or self-study
• you want Python versions of the classic ISL labs

When to avoid

• you need production machine-learning code rather than educational notebooks
• you want labs for a different textbook
• you need a maintained software library rather than course materials

Facets

learning-resource · maturity active

data-science machine-learning developer-tools data-science machine-learning education tutorials python cross-platform jupyter-notebooks statistics islp textbook-labs regression classification

Member repositories

For agents

markdown · JSON · MCP: product_card(name="intro-stat-learning/ISLP_labs")