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Created with Raphaël 2.2.019Feb1210415Jan12114325Nov242216Sep151312111098653228Aug2726232221151125Jun21May8765432130Apr292827262524171615149875121Mar201914128Feb25201127Jan238729Dec28121127Nov23825Sep2421191476In pipelines: use os.path.relpath instead of prefix length indexingIn classifiers overview: improve test data points visibility, add mutli-level stacking image, fix typo and formatting (black)In classifiers overview: improve test data points visibility, add mutli-level stacking image, fix typo and formatting (black)In pipeplines: simplify get_fns_rec utility by use of glob.globIn pipeplines: simplify get_fns_rec utility by use of glob.globIn classifiers overview: format part 1(black)In classifiers overview: format part 1(black)In classifiers overview: run and fix part 1In classifiers overview: run and fix part 1In classifiers overview: add info on stackingIn classifiers overview: add info on stackingMention GradientBoostingClassifier and improve HistGradientBoostingClassifier noteMention GradientBoostingClassifier and improve HistGradientBoostingClassifier noteIn classifiers overview: add DT CPP pruning; rm pcolormesh shading warningIn classifiers overview: add DT CPP pruning; rm pcolormesh shading warningIn classifiers examplse extra notebook: remove deprecated n_jobs from KMeans, fix dataset path, add decision tree prunning, format (black)In classifiers examplse extra notebook: remove deprecated n_jobs from KMeans, fix dataset path, add decision tree prunning, format (black)Formatting: script 5 (black)Formatting: script 5 (black)In hypeparams search: add timings and halving searches exampleIn hypeparams search: add timings and halving searches exampleExtend overview of preprocessing techniques; cosmetics on ColumnTransformer noteExtend overview of preprocessing techniques; cosmetics on ColumnTransformer noteIn pipeplines and hyperparameter search: fixed transformers caching section, reconciliated with pickling, added both to final excercisesIn pipeplines and hyperparameter search: fixed transformers caching section, reconciliated with pickling, added both to final excercisesPipeline: transformers caching + fix convergeencee warningsPipeline: transformers caching + fix convergeencee warningsRe-organise and complement the metrics in scikit-learn sectionRe-organise and complement the metrics in scikit-learn sectionIn metrics script: improve confusion_matrix use and add plot_confusion_matrixIn metrics script: improve confusion_matrix use and add plot_confusion_matrixfirst draft for classification reportfirst draft for classification reportAdd mssing binder/requirements.txtAdd mssing binder/requirements.txtJupyterLab specs in repo2docker formatJupyterLab specs in repo2docker formatCopyright notice updateCopyright notice updateadded parameters / hyperparameters