├── .gitattributes ├── .gitignore ├── .readthedocs.yaml ├── ISLP.toml ├── ISLP ├── __init__.py ├── _version.py ├── bart │ ├── __init__.py │ ├── bart.py │ ├── likelihood.py │ ├── particle_tree.py │ ├── tests │ │ └── test_bart.py │ └── tree.py ├── cluster.py ├── data │ ├── Auto.csv │ ├── Auto.data │ ├── Bikeshare.csv │ ├── Boston.csv │ ├── BrainCancer.csv │ ├── Caravan.csv │ ├── Carseats.csv │ ├── College.csv │ ├── Credit.csv │ ├── Default.csv │ ├── Fund.csv │ ├── Hitters.csv │ ├── Khan_xtest.csv │ ├── Khan_xtrain.csv │ ├── Khan_ytest.csv │ ├── Khan_ytrain.csv │ ├── NCI60data.npy │ ├── NCI60labs.csv │ ├── NYSE.csv │ ├── OJ.csv │ ├── Portfolio.csv │ ├── Publication.csv │ ├── Smarket.csv │ ├── Wage.csv │ ├── Weekly.csv │ └── book_images │ │ ├── .ipynb_checkpoints │ │ └── huey-checkpoint.jpg │ │ ├── flamingo.jpg │ │ ├── hawk.jpg │ │ ├── hawk_cropped.jpeg │ │ ├── huey.jpg │ │ ├── kitty.jpg │ │ └── weaver.jpg ├── info.py ├── models │ ├── __init__.py │ ├── columns.py │ ├── generic_selector.py │ ├── model_spec.py │ ├── sklearn_wrap.py │ ├── strategy.py │ └── tests │ │ ├── __init__.py │ │ ├── test_columns.py │ │ ├── test_model_matrix.py │ │ └── test_selection.py ├── pygam.py ├── survival.py ├── svm.py ├── torch │ ├── __init__.py │ ├── imdb.py │ └── lightning.py └── transforms.py ├── MANIFEST.in ├── README.md ├── cythexts.py ├── docs ├── .gitignore ├── Makefile ├── jupyterbook │ ├── datasets │ │ ├── Auto.ipynb │ │ ├── Auto.md │ │ ├── Bikeshare.ipynb │ │ ├── Bikeshare.md │ │ ├── Boston.ipynb │ │ ├── Boston.md │ │ ├── BrainCancer.ipynb │ │ ├── BrainCancer.md │ │ ├── Caravan.ipynb │ │ ├── Caravan.md │ │ ├── Carseats.ipynb │ │ ├── Carseats.md │ │ ├── College.ipynb │ │ ├── College.md │ │ ├── Credit.ipynb │ │ ├── Credit.md │ │ ├── Default.ipynb │ │ ├── Default.md │ │ ├── Fund.ipynb │ │ ├── Fund.md │ │ ├── Hitters.ipynb │ │ ├── Hitters.md │ │ ├── Khan.ipynb │ │ ├── Khan.md │ │ ├── NCI60.ipynb │ │ ├── NCI60.md │ │ ├── NYSE.ipynb │ │ ├── NYSE.md │ │ ├── OJ.ipynb │ │ ├── OJ.md │ │ ├── Portfolio.ipynb │ │ ├── Portfolio.md │ │ ├── Publication.ipynb │ │ ├── Publication.md │ │ ├── Smarket.ipynb │ │ ├── Smarket.md │ │ ├── USArrests.ipynb │ │ ├── USArrests.md │ │ ├── Wage.ipynb │ │ ├── Wage.md │ │ ├── Weekly.ipynb │ │ └── Weekly.md │ ├── helpers │ │ ├── cluster.ipynb │ │ ├── cluster.md │ │ ├── pygam.ipynb │ │ ├── pygam.md │ │ ├── survival.ipynb │ │ ├── survival.md │ │ ├── svm.ipynb │ │ └── svm.md │ ├── imdb.ipynb │ ├── imdb.md │ ├── models │ │ ├── derived.ipynb │ │ ├── derived.md │ │ ├── selection.ipynb │ │ ├── selection.md │ │ ├── spec.ipynb │ │ ├── spec.md │ │ ├── submodels.ipynb │ │ └── submodels.md │ └── transforms │ │ ├── PCA.ipynb │ │ ├── PCA.md │ │ ├── poly.ipynb │ │ ├── poly.md │ │ ├── splines.ipynb │ │ └── splines.md ├── requirements.txt └── source │ ├── .ipynb_checkpoints │ └── imdb-checkpoint.ipynb │ ├── api │ ├── gen.rst │ ├── generated │ │ ├── ISLP.bart.bart.rst │ │ ├── ISLP.bart.likelihood.rst │ │ ├── ISLP.bart.particle_tree.rst │ │ ├── ISLP.bart.tmpbart.rst │ │ ├── ISLP.bart.tree.rst │ │ ├── ISLP.cluster.rst │ │ ├── ISLP.models.columns.rst │ │ ├── ISLP.models.generic_selector.rst │ │ ├── ISLP.models.model_spec.rst │ │ ├── ISLP.models.rst │ │ ├── ISLP.models.sklearn_wrap.rst │ │ ├── ISLP.models.strategy.rst │ │ ├── ISLP.pygam.rst │ │ ├── ISLP.rst │ │ ├── ISLP.survival.rst │ │ ├── ISLP.svm.rst │ │ ├── ISLP.torch.imdb.rst │ │ ├── ISLP.torch.lightning.rst │ │ ├── ISLP.torch.rst │ │ └── ISLP.transforms.rst │ └── index.rst │ ├── conf.py │ ├── data.rst │ ├── datasets │ ├── Auto.ipynb │ ├── Bikeshare.ipynb │ ├── Boston.ipynb │ ├── BrainCancer.ipynb │ ├── Caravan.ipynb │ ├── Carseats.ipynb │ ├── College.ipynb │ ├── Credit.ipynb │ ├── Default.ipynb │ ├── Fund.ipynb │ ├── Hitters.ipynb │ ├── Khan.ipynb │ ├── NCI60.ipynb │ ├── NYSE.ipynb │ ├── OJ.ipynb │ ├── Portfolio.ipynb │ ├── Publication.ipynb │ ├── Smarket.ipynb │ ├── USArrests.ipynb │ ├── Wage.ipynb │ └── Weekly.ipynb │ ├── helpers.rst │ ├── helpers │ ├── cluster.ipynb │ ├── pygam.ipynb │ ├── 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