├── .gitignore ├── CharisSIL-B.woff ├── CharisSIL-BI.woff ├── CharisSIL-I.woff ├── CharisSIL-R.woff ├── README.md ├── benchmarks.png ├── cal-housing.png ├── cal_housing.py ├── func_approx_minus_2.png ├── func_approx_minus_3.png ├── gbrt-tutorial.ipynb ├── pdp_3d.png ├── pdp_lat_lon_cal.png ├── pdp_lat_lon_sf.png ├── sklearn-logo.png └── slides ├── Makefile ├── images ├── adaboost.pdf ├── clf-loss-func.pdf ├── decision_tree.pdf ├── func_approx_minus_2.pdf ├── func_approx_minus_3.pdf ├── func_approx_tree_3.pdf ├── gradient-descent.png ├── ml-course.png ├── motivation │ ├── gammagamma-small.png │ └── motivation.pdf ├── reg-loss-func.pdf ├── residual_fitting_2.pdf ├── scikit-learn-logo-thumb.png ├── scikit-learn-logo.pdf ├── swiss-army-hammer.jpg ├── tree-climbers.jpg └── viola-jones.png ├── slides.pdf └── slides.tex /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pprett/pydata-gbrt-tutorial/HEAD/.gitignore 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