├── .gitignore ├── .python-version ├── README.md ├── __init__.py ├── lecture1.ipynb ├── lecture2.ipynb ├── lecture4.ipynb ├── lecture5.ipynb ├── lecture7.ipynb ├── lecture_notes ├── cs189-convnets.pdf ├── cs189_lecture0-intro.pdf ├── cs189_lecture1-regression.pdf ├── cs189_lecture2-regularization.pdf ├── cs189_lecture22-knn.pdf ├── cs189_lecture23-sparsity.pdf ├── cs189_lecture3-probability.pdf ├── cs189_lecture4-MAP.pdf ├── cs189_lecture5-BV.pdf ├── cs189_lecture6-MAP2.pdf ├── cs189_lecture7-PCA.pdf ├── cs189_sequences_lecture.pdf └── lecture24_decisiontree.pdf ├── requirements.txt └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | __pycache__ 2 | .ipynb_checkpoints/ 3 | -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.6.5/envs/cs189-su18 2 | 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