├── .editorconfig ├── .github ├── ISSUE_TEMPLATE.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── codecheck.yml │ ├── template.yml │ └── website.yml ├── .gitignore ├── .travis.yml ├── AUTHORS ├── CITATION ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Gemfile ├── LICENSE.md ├── Makefile ├── README.md ├── _config.yml ├── _episodes ├── .gitkeep ├── 01-introduction.md ├── 02-regression.md ├── 03-classification.md ├── 04-ensemble-methods.md ├── 05-clustering.md ├── 06-dimensionality-reduction.md ├── 07-neural-networks.md ├── 08-ethics.md ├── 09-learn-more.md └── ensemble_classification.md ├── _extras ├── .gitkeep ├── about.md ├── discuss.md ├── figures.md └── guide.md ├── _includes ├── all_keypoints.html ├── base_path.html ├── carpentries.html ├── dc │ ├── intro.html │ ├── schedule.html │ ├── syllabus.html │ └── who.html ├── episode_break.html ├── episode_keypoints.html ├── episode_navbar.html ├── episode_overview.html ├── episode_title.html ├── favicons.html ├── gh_variables.html ├── javascript.html ├── lc │ ├── intro.html │ ├── schedule.html │ ├── syllabus.html │ └── who.html ├── lesson_footer.html ├── life_cycle.html ├── links.md ├── main_title.html ├── navbar.html ├── sc │ ├── intro.html │ ├── schedule.html │ ├── syllabus.html │ └── who.html ├── syllabus.html ├── workshop_ad.html ├── workshop_calendar.html └── workshop_footer.html ├── _layouts ├── base.html ├── break.html ├── episode.html ├── lesson.html ├── page.html ├── reference.html └── workshop.html ├── aio.md ├── assets ├── css │ ├── bootstrap-theme.css │ ├── bootstrap-theme.css.map │ ├── bootstrap.css │ ├── bootstrap.css.map │ ├── lesson.scss │ └── syntax.css ├── favicons │ ├── cp │ │ ├── apple-touch-icon-114x114.png │ │ ├── apple-touch-icon-120x120.png │ │ ├── apple-touch-icon-144x144.png │ │ ├── apple-touch-icon-152x152.png │ │ ├── apple-touch-icon-57x57.png │ │ ├── apple-touch-icon-60x60.png │ │ ├── apple-touch-icon-72x72.png │ │ ├── apple-touch-icon-76x76.png │ │ ├── favicon-128.png │ │ ├── favicon-16x16.png │ │ ├── favicon-196x196.png │ │ ├── favicon-32x32.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── mstile-144x144.png │ │ ├── mstile-150x150.png │ │ ├── mstile-310x150.png │ │ ├── mstile-310x310.png │ │ └── mstile-70x70.png │ ├── dc │ │ ├── apple-touch-icon-114x114.png │ │ ├── apple-touch-icon-120x120.png │ │ ├── apple-touch-icon-144x144.png │ │ ├── apple-touch-icon-152x152.png │ │ ├── apple-touch-icon-57x57.png │ │ ├── apple-touch-icon-60x60.png │ │ ├── apple-touch-icon-72x72.png │ │ ├── apple-touch-icon-76x76.png │ │ ├── favicon-128.png │ │ ├── favicon-16x16.png │ │ ├── favicon-196x196.png │ │ ├── favicon-32x32.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── mstile-144x144.png │ │ ├── mstile-150x150.png │ │ ├── mstile-310x150.png │ │ ├── mstile-310x310.png │ │ └── mstile-70x70.png │ ├── lc │ │ ├── apple-touch-icon-114x114.png │ │ ├── apple-touch-icon-120x120.png │ │ ├── apple-touch-icon-144x144.png │ │ ├── apple-touch-icon-152x152.png │ │ ├── apple-touch-icon-57x57.png │ │ ├── apple-touch-icon-60x60.png │ │ ├── apple-touch-icon-72x72.png │ │ ├── apple-touch-icon-76x76.png │ │ ├── favicon-128.png │ │ ├── favicon-16x16.png │ │ ├── favicon-196x196.png │ │ ├── favicon-32x32.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── mstile-144x144.png │ │ ├── mstile-150x150.png │ │ ├── mstile-310x150.png │ │ ├── mstile-310x310.png │ │ └── mstile-70x70.png │ └── swc │ │ ├── apple-touch-icon-114x114.png │ │ ├── apple-touch-icon-120x120.png │ │ ├── apple-touch-icon-144x144.png │ │ ├── apple-touch-icon-152x152.png │ │ ├── apple-touch-icon-57x57.png │ │ ├── apple-touch-icon-60x60.png │ │ ├── apple-touch-icon-72x72.png │ │ ├── apple-touch-icon-76x76.png │ │ ├── favicon-128.png │ │ ├── favicon-16x16.png │ │ ├── favicon-196x196.png │ │ ├── favicon-32x32.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── mstile-144x144.png │ │ ├── mstile-150x150.png │ │ ├── mstile-310x150.png │ │ ├── mstile-310x310.png │ │ └── mstile-70x70.png ├── fonts │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ ├── glyphicons-halflings-regular.woff │ └── glyphicons-halflings-regular.woff2 ├── img │ ├── cp-logo-blue.svg │ ├── dc-icon-black.svg │ ├── dc-logo-black.svg │ ├── lc-icon-black.png │ ├── lc-icon-black.svg │ ├── lc-logo-black.png │ ├── lc-logo-black.svg │ ├── swc-icon-blue.svg │ ├── swc-logo-blue.png │ ├── swc-logo-blue.svg │ ├── swc-logo-white.png │ └── swc-logo-white.svg └── js │ ├── bootstrap.min.js │ ├── jquery.min.js │ ├── jquery.min.map │ └── lesson.js ├── bin ├── boilerplate │ ├── .travis.yml │ ├── AUTHORS │ ├── CITATION │ ├── CONTRIBUTING.md │ ├── README.md │ ├── _config.yml │ ├── _episodes │ │ └── 01-introduction.md │ ├── _extras │ │ ├── about.md │ │ ├── discuss.md │ │ ├── figures.md │ │ └── guide.md │ ├── aio.md │ ├── index.md │ ├── reference.md │ └── setup.md ├── chunk-options.R ├── dependencies.R ├── generate_md_episodes.R ├── install_r_deps.sh ├── knit_lessons.sh ├── lesson_check.py ├── lesson_initialize.py ├── markdown_ast.rb ├── repo_check.py ├── run-make-docker-serve.sh ├── test_lesson_check.py ├── util.py └── workshop_check.py ├── code ├── .gitkeep ├── Classification.ipynb ├── Ensemble-methods-random-forests.ipynb ├── linear_regression.py ├── logarthmic_regression.py ├── make_regression_test_graph.py ├── neural_net.py ├── neural_net_cross_validate.py ├── perceptron.py ├── sklearn-clusters.py ├── sklearn-regression.py ├── sklearn-spectral_clustering.py ├── timed_kmeans.py └── timed_spectral.py ├── data ├── .gitkeep ├── data sources ├── gapminder-life-expectancy.csv ├── worldbank-gdp-outliers.csv └── worldbank-gdp.csv ├── fig ├── .gitkeep ├── EM_dt_clf_space.png ├── EM_rf_clf_space.png ├── EM_rf_reg_prediction.png ├── EM_stacked_plot.png ├── ML_summary.xcf ├── MnistExamples.png ├── bagging.jpeg ├── boosting.jpeg ├── culmen_depth.png ├── decision_tree_example.png ├── e3_dt_2.png ├── e3_dt_6.png ├── e3_dt_overfit.png ├── e3_dt_space_2.png ├── e3_dt_space_6.png ├── e3_penguins_vis.png ├── e3_svc_space.png ├── gdp_life-expectancy_linear.png ├── gdp_life-expectancy_log.png ├── house_price_voting_regressor.svg ├── introduction │ ├── AI_ML_DL_differences.png │ ├── ML_summary.png │ └── sklearn_input.png ├── kmeans_concentric_circle.png ├── kmeans_concentric_circle_2.png ├── kmeans_overlapping_clusters.png ├── mnist_30000-letter.png ├── mnist_pairplot.png ├── mnist_pairplot_pixels.png ├── multilayer_perceptron.svg ├── pairplot.png ├── palmer_penguins.png ├── pca.svg ├── pca_2d.gif ├── pca_3d.svg ├── pca_clustered.png ├── pca_labelled.png ├── pca_unlabelled.png ├── perceptron.svg ├── polynomial_china_overprediction.png ├── polynomial_china_training.png ├── random_clusters.png ├── random_clusters_centre.png ├── randomforest.png ├── regress_both.png ├── regress_linear.png ├── regress_linear_2nd.png ├── regress_linear_3rd.png ├── regress_linear_4th.png ├── regress_penguin_lin.png ├── regress_penguin_lin_tot.png 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