├── .gitignore ├── EDA ├── air_quality_time_series.ipynb ├── census │ ├── adult.data │ └── adult.names ├── cluster_assignment.ipynb ├── data │ └── ENB2012_data.xlsx ├── intro_to_eda.ipynb └── intro_to_eda_mcs.ipynb ├── LICENSE ├── README.md ├── animation ├── lorenz_animation.py ├── lorenz_attractor.mp4 └── lorenz_ipywidgets.ipynb ├── bokeh ├── gapminder.ipynb ├── requirements.txt └── topicmodels.ipynb ├── d3 ├── barchart.html ├── data │ ├── MonthlySales.csv │ ├── MonthlySales.json │ ├── MonthlySalesbyCategory.json │ └── MonthlySalesbyCategoryMultiple.json ├── linegraph.html ├── scatterplot.html └── working-with-csv-1.html ├── diagnostics ├── auto │ ├── auto-analysis-2.ipynb │ ├── auto-analysis.ipynb │ └── data │ │ └── auto.data ├── census │ ├── figures │ │ ├── age_inc_race.png │ │ ├── age_inc_sex_vio.png │ │ ├── age_inc_sex_vio2.png │ │ ├── classification_report.png │ │ ├── ed_inc_race.png │ │ ├── ed_inc_sex.png │ │ ├── ed_inc_sex_vio.png │ │ ├── ed_mar_race.png │ │ ├── hours_inc_marital.png │ │ ├── hrs_inc_sex_vio.png │ │ ├── inc_edu.png │ │ ├── inc_occ.png │ │ └── ml_pipeline.png │ ├── predicting_income_with_census_data_pt1.md │ └── predicting_income_with_census_data_pt2.md └── pycon │ ├── code │ ├── anscombe.py │ ├── classifiercompare.py │ ├── clustercompare.py │ ├── vizDr.py │ └── vizmkr.py │ ├── data │ ├── Concrete_Data.xls │ ├── default%20of%20credit%20card%20clients.xls │ ├── occupancy_data.zip │ └── occupancy_data │ │ ├── datatest.txt │ │ ├── datatest2.txt │ │ └── datatraining.txt │ ├── figures │ ├── anscombesquartet.png │ ├── classificationreport.png │ ├── classifiercompare_DDL.png │ ├── clustercompare_DDL.png │ ├── concrete_boxviz.png │ ├── concrete_splom.png │ ├── confusionmatrix.png │ ├── credit_jointviz.png │ ├── creditage_histviz.png │ ├── gridsearch.png │ ├── ml_map_v4.png │ ├── model_error.png │ ├── model_triple_workflow.png │ ├── occupancy_pcoord.png │ ├── occupancy_radviz.png │ ├── residuals.png │ ├── roc_auc_compare.png │ ├── scikitlearncheatsheet.png │ ├── validation_curve.png │ └── validation_heatmap.png │ ├── getting_started.ipynb │ ├── visual-diagnostics-for-scikitlearn-pt1.md │ ├── visual-diagnostics-for-scikitlearn-pt2.md │ └── visual-diagnostics-for-scikitlearn-pt3.md ├── figures └── bricks.png ├── ipywidgets └── interactive.ipynb ├── pyplot ├── custom_plot_function.ipynb ├── data │ ├── concrete.csv.zip │ ├── iris.zip │ ├── occupancy.csv.zip │ └── wheat.zip ├── demo │ ├── n_estimators.ipynb │ └── residuals.ipynb ├── figures │ ├── .gitkeep │ ├── axes-2.png │ ├── axes.png │ ├── linestyles.png │ ├── matplotlib_components.png │ ├── quadratics.png │ ├── subplot-grid.png │ ├── subplot-horizontal.png │ └── subplot-vertical.png └── pyplot.ipynb ├── seaborn ├── SeabornTour-Titanic.ipynb └── energy_viz.ipynb ├── select ├── cross_validation.ipynb ├── feature_analysis.ipynb ├── feature_analysis_mcs.ipynb ├── feature_selection.ipynb ├── hyperparameter_tuning.ipynb ├── model_evaluation.ipynb ├── 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