├── .gitattributes ├── .gitignore ├── 01-introduction ├── README.md ├── exercise-solved.ipynb ├── exercise.ipynb ├── lecture-actual.ipynb ├── lecture.ipynb ├── plots.ipynb └── utils.py ├── 02-trees ├── README.md ├── exercise-solutions.ipynb ├── exercise.ipynb ├── lecture.ipynb ├── splitting-criteria.ipynb └── utils.py ├── 03-neural-networks ├── README.md ├── exercise-solved.ipynb ├── exercise.ipynb ├── lecture.ipynb ├── neural-network-transformations.ipynb └── utils.py ├── 04-model-performance ├── README.md ├── cv.png ├── exercise.ipynb └── lecture.ipynb ├── 05-embedding ├── README.md ├── ae.png ├── convnet.png ├── exercise.ipynb ├── images_pascalVOC.zip ├── img_emb.h5 ├── lecture.ipynb └── visual search.ipynb ├── 06-regression-with-errorbars ├── README.md └── lecture.ipynb ├── 07-fake-or-not ├── Fair classifier with adversarial networks.ipynb ├── README.md └── gan.ipynb ├── 08-infinite-data └── lecture.ipynb ├── README.md ├── data ├── adult.data.txt ├── cal_housing_py3.pkz ├── 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