├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── css ├── print │ ├── paper.css │ └── pdf.css ├── reveal-overrides.css ├── reveal.css ├── reveal.scss └── theme │ ├── README.md │ ├── beige.css │ ├── black.css │ ├── blood.css │ ├── league.css │ ├── moon.css │ ├── night.css │ ├── serif.css │ ├── simple.css │ ├── sky.css │ ├── solarized.css │ ├── source │ ├── beige.scss │ ├── black.scss │ ├── blood.scss │ ├── league.scss │ ├── moon.scss │ ├── night.scss │ ├── serif.scss │ ├── simple.scss │ ├── sky.scss │ ├── solarized.scss │ └── white.scss │ ├── template │ ├── mixins.scss │ ├── settings.scss │ └── theme.scss │ └── white.css ├── images ├── b_1i.tex ├── b_1i.tex.pdf ├── b_1i.tex.png ├── b_2i.tex ├── b_2i.tex.pdf ├── b_2i.tex.png ├── bayes-rule.jpg ├── class_predictions.png ├── class_probabilities.png ├── class_uncertainties.png ├── deepnet_regressor-all.pdf ├── deepnet_regressor-all.png ├── deepnet_regressor-estimates.pdf ├── deepnet_regressor-estimates.png ├── deepnet_regressor-matrices-bayesian.pdf ├── deepnet_regressor-matrices-bayesian.png ├── deepnet_regressor-matrices.pdf ├── deepnet_regressor-matrices.png ├── deepnet_regressor-neural.pdf ├── deepnet_regressor-neural.png ├── deepnet_regressor-priors.tex ├── deepnet_regressor-priors.tex.pdf ├── deepnet_regressor-priors.tex.png ├── deepnet_regressor.tex ├── deepnet_regressor.tex.pdf ├── deepnet_regressor.tex.png ├── forest-cover.pdf ├── forest-cover.png ├── infographic.pdf ├── infographic.png ├── layer1-weights.pdf ├── layer1-weights.png ├── layer2-weights.pdf ├── layer2-weights.png ├── layer3-weights.pdf ├── layer3-weights.png ├── linear-regression.eps ├── linreg-all.pdf ├── linreg-all.png ├── linreg-bayesian.pdf ├── linreg-bayesian.png ├── linreg-estimates.pdf ├── linreg-estimates.png ├── linreg-logreg-priors.tex ├── linreg-matrices-bayesian.pdf ├── linreg-matrices-bayesian.png ├── linreg-matrices.pdf ├── linreg-matrices.png ├── linreg-neural.pdf ├── linreg-neural.png ├── linreg-non-bayesian.pdf ├── linreg-non-bayesian.png ├── linreg-posteriors.tex ├── linreg-priors.tex ├── linreg-priors.tex.pdf ├── linreg-priors.tex.png ├── linreg.tex ├── linreg.tex.pdf ├── linreg.tex.png ├── linrge-priors.tex ├── logreg-all.pdf ├── logreg-all.png ├── logreg-matrices-bayesian.pdf ├── logreg-matrices-bayesian.png ├── logreg-matrices.pdf ├── logreg-matrices.png ├── logreg-neural.pdf ├── logreg-neural.png ├── logreg.tex ├── logreg.tex.pdf ├── logreg.tex.png ├── novartis-logo.pdf ├── novartis-logo.png ├── pymc3.svg ├── qrcode.svg ├── side-background.pdf ├── side-background.png ├── w_1i.pdf ├── w_1i.png ├── w_1i.tex ├── w_2i.tex ├── w_2i.tex.pdf └── w_2i.tex.png ├── index.html ├── js ├── head.js └── reveal.js ├── lib ├── css │ ├── atom-one-dark.css │ ├── atom-one-light.css │ └── zenburn.css ├── font │ ├── league-gothic │ │ ├── LICENSE │ │ ├── league-gothic.css │ │ ├── league-gothic.eot │ │ ├── league-gothic.ttf │ │ └── league-gothic.woff │ └── source-sans-pro │ │ ├── LICENSE │ │ ├── source-sans-pro-italic.eot │ │ ├── source-sans-pro-italic.ttf │ │ ├── source-sans-pro-italic.woff │ │ ├── source-sans-pro-regular.eot │ │ ├── source-sans-pro-regular.ttf │ │ ├── source-sans-pro-regular.woff │ │ ├── source-sans-pro-semibold.eot │ │ ├── source-sans-pro-semibold.ttf │ │ ├── source-sans-pro-semibold.woff │ │ ├── source-sans-pro-semibolditalic.eot │ │ ├── source-sans-pro-semibolditalic.ttf │ │ ├── source-sans-pro-semibolditalic.woff │ │ └── source-sans-pro.css └── js │ ├── classList.js │ ├── head.min.js │ └── html5shiv.js └── plugin ├── highlight └── highlight.js ├── markdown ├── example.html ├── example.md ├── markdown.js └── marked.js ├── math └── math.js ├── multiplex ├── client.js ├── index.js ├── master.js └── package.json ├── notes-server ├── client.js ├── index.js └── notes.html ├── notes ├── notes.html └── notes.js ├── print-pdf └── print-pdf.js ├── search └── search.js └── zoom-js └── zoom.js /.gitignore: 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