├── .gitignore ├── 404.html ├── LICENSE.md ├── README.md ├── _config.yml ├── _includes ├── head.html ├── image.html ├── mathjax_support.html └── sidebar.html ├── _layouts ├── default.html ├── page.html └── post.html ├── _posts ├── 2017-08-08-ch1-0intro.md ├── 2017-09-08-ch1.1-Setup.md ├── 2017-09-08-ch1.2-models-goals-learning.md ├── 2017-09-08-ch2.1-linear-regression-sgd.md ├── 2017-09-10-ch2.2-brief-intro-pytorch.md ├── 2017-09-10-ch2.3-linear-regression-redux.md ├── 2017-09-10-ch2.4-differentiable-circuits.md └── 2018-01-01-AlphaZero-Explained.md ├── about.md ├── atom.xml ├── examples ├── ch1 │ └── rollercoaster.py ├── ch2 │ ├── linear_regression.py │ ├── linear_regression2.py │ └── pytorch_regression.py └── data │ └── housing.csv ├── index.html ├── media ├── 1vargrad.png ├── 435117.jpg ├── Screen Shot 2017-09-01 at 9.25.35 PM.png ├── Screen Shot 2017-09-01 at 9.28.58 PM.png ├── alphago.jpg ├── alphago_arch.png ├── artificial.png ├── bootstrapping.png ├── branching.jpg ├── capt-shake.png ├── caption.png ├── captioning.png ├── cell-galax.png ├── chesscombo.png ├── circuit1.png ├── combo1.png ├── converge.jpeg ├── cool_coaster.jpg ├── dcnn.jpg ├── explore.png ├── galaxies.png ├── go.jpg ├── gomoku-fail.png ├── gomokucombo.png ├── linreg-results.png ├── linreg_final.png ├── linrel.png ├── lopsided.png ├── loss2d.gif ├── loss3d.gif ├── numb3rs.jpg ├── optimizers.gif ├── out.gif ├── pathology.gif ├── phone.png ├── pytorch.jpg ├── sgd.png ├── shake_rnn.png ├── shakespear.png ├── skynet.jpg ├── sneaky.jpg ├── thistall.jpg ├── trig.jpeg ├── unwinnable.png ├── wargames.png └── wave.jpg ├── public ├── apple-touch-icon-144-precomposed.png ├── css │ ├── hyde.css │ ├── poole.css │ └── syntax.css └── favicon.ico └── toc.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nikcheerla/deeplearningschool/HEAD/.gitignore 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