Labs
====

The current version of the labs for `ISLP` are included here.


Package versions
----------------

.. attention::

   Python packages change frequently. The labs here are built
   with specific versions of the various packages. 


To ensure you have the same package versions as those built here, run:

    pip install -r https://raw.githubusercontent.com/intro-stat-learning/ISLP_labs/v1/frozen_requirements.txt;
    pip install -r https://raw.githubusercontent.com/intro-stat-learning/ISLP_labs/v1/torch_requirements.txt    

.. toctree::
   :maxdepth: 1
      
   labs/Ch2-statlearn-lab
   labs/Ch3-linreg-lab
   labs/Ch4-classification-lab
   labs/Ch5-resample-lab   
   labs/Ch6-varselect-lab
   labs/Ch7-nonlin-lab
   labs/Ch8-baggboost-lab
   labs/Ch9-svm-lab
   labs/Ch10-deeplearning-lab
   labs/Ch11-surv-lab
   labs/Ch12-unsup-lab
   labs/Ch13-multiple-lab