ISLP_labs/README.md

ISLP_labs

Up-to-date version of labs for ISLP.

This repo will track labs for ISLP as their source code changes. The intent is that building a conda environment with frozen_requirements.txt and torch_requirements.txt will reproduce the results in this repo.

Ideally this will be done in a fresh conda environment:

conda create -n islp_freeze_311 python=3.11 -y
conda activate islp_freeze_311

To install the v2_devel version of the requirements run

pip install -r https://raw.githubusercontent.com/intro-stat-learning/ISLP_labs/v2_devel/frozen_requirements.txt;
pip install -r https://raw.githubusercontent.com/intro-stat-learning/ISLP_labs/v2_devel/torch_requirements.txt;.
git checkout https://github.com/intro-stat-learning/ISLP.git;
cd ISLP;
git checkout v2_devel;
pip install -e .
cd ..

The labs can now be run from this directory:

jupyter lab Ch2-statlearning-lab.ipynb