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..
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boosting
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README.md
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api_diagram-columntransformer.svg
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api_diagram-pipeline.fit.svg
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api_diagram-pipeline.predict.svg
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api_diagram-predictor.fit.svg
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api_diagram-predictor.predict.svg
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api_diagram-predictor.score.svg
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api_diagram-transformer.fit.svg
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api_diagram-transformer.fit_transform.svg
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api_diagram-transformer.transform.svg
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api_diagram.drawio
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bagging.svg
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bagging0.svg
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bagging0_cross.svg
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bagging_cross.svg
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bagging_fit.svg
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bagging_line.svg
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bagging_overfit.svg
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bagging_reg_blue.svg
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bagging_reg_blue_grey.svg
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bagging_reg_data.svg
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bagging_reg_grey.svg
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bagging_reg_grey_fitted.svg
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bagging_trees.svg
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bagging_trees_predict.svg
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bagging_underfit.svg
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bagging_vote.svg
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boosting0.svg
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boosting0_cross.svg
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boosting1.svg
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boosting2.svg
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boosting3.svg
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boosting_reg_blue.svg
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boosting_reg_data.svg
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boosting_reg_grey.svg
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boosting_trees1.svg
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boosting_trees2.svg
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boosting_trees3.svg
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bossting_reg_blue.svg
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categorical.svg
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cross_validation_diagram.png
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different_models_complex_16.svg
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different_models_complex_4.svg
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dt_fit.svg
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dt_overfit.svg
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dt_underfit.svg
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grid_vs_random_search.svg
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iris-silhouette.svg
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iris-silhouette_gray.svg
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iris_petal_length_cm_hist.svg
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iris_petal_width_cm_hist.svg
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iris_sepal_length_cm_hist.svg
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iris_sepal_width_cm_hist.svg
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legend_irises.svg
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lin_not_separable.svg
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lin_reg_2_points.svg
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lin_reg_2_points_best_ridge.svg
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lin_reg_2_points_best_ridge_grey.svg
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lin_reg_2_points_no_penalty.svg
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lin_reg_2_points_no_penalty_grey.svg
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lin_reg_2_points_ridge.svg
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lin_reg_2_points_ridge_grey.svg
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lin_reg_3D.svg
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lin_separable.svg
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linear_data.svg
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linear_fit.svg
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linear_fit_red.svg
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linear_ols.svg
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linear_ols_test.svg
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linear_splines.svg
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linear_splines_test.svg
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linreg_noreg_0.svg
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linreg_noreg_0_nogrey.svg
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linreg_noreg_1.svg
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linreg_noreg_2.svg
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linreg_noreg_3.svg
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linreg_noreg_4.svg
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linreg_noreg_5.svg
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logistic_2D.svg
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logistic_2D_C0.001.svg
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logistic_2D_C1.svg
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logistic_3D.svg
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logistic_color.svg
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mooc_computer.jpg
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multinomial.svg
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numerical_pipeline_quiz_scaler.py
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numerical_pipeline_quiz_scaler_original.png
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numerical_pipeline_quiz_scaler_preprocessing.png
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ols_simple.svg
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ols_simple_test.svg
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ols_test.svg
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people.svg
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plot_cross_validation_diagram.py
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plot_iris_visualization.py
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plot_overfit_underfit.py
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plot_simple_decision_tree_adult_census.py
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plot_slide_linear.py
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plot_splines.py
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plot_trees.py
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polynomial_learning_curve_1179.svg
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polynomial_learning_curve_145.svg
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polynomial_learning_curve_42.svg
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polynomial_learning_curve_6766.svg
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polynomial_overfit.svg
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polynomial_overfit_0.svg
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polynomial_overfit_1.svg
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polynomial_overfit_2.svg
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polynomial_overfit_5.svg
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polynomial_overfit_9.svg
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polynomial_overfit_assymptotic.svg
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polynomial_overfit_ntrain_1179.svg
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polynomial_overfit_ntrain_145.svg
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polynomial_overfit_ntrain_42.svg
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polynomial_overfit_ntrain_6766.svg
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polynomial_overfit_resample_0.svg
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polynomial_overfit_resample_1.svg
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polynomial_overfit_resample_2.svg
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polynomial_overfit_resample_all.svg
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polynomial_overfit_simple.svg
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polynomial_overfit_simple_legend.svg
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polynomial_overfit_test_1.svg
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polynomial_overfit_test_2.svg
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polynomial_overfit_test_5.svg
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polynomial_overfit_test_9.svg
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polynomial_overfit_truth.svg
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polynomial_underfit_resample_0.svg
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polynomial_underfit_resample_1.svg
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polynomial_underfit_resample_2.svg
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polynomial_underfit_resample_all.svg
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polynomial_underfit_simple.svg
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polynomial_validation_curve.svg
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polynomial_validation_curve_1.svg
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polynomial_validation_curve_15.svg
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polynomial_validation_curve_2.svg
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polynomial_validation_curve_5.svg
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polynomial_validation_curve_9.svg
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randomized_search_results.csv
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randomized_search_results_logistic_regression.csv
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ridge_0_withreg.svg
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ridge_alpha_0.svg
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ridge_alpha_50.0.svg
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ridge_alpha_50.svg
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ridge_alpha_500.0.svg
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ridge_alpha_500.svg
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ridge_alpha_None.svg
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scikit-learn-logo.svg
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simple_decision_tree_adult_census.png
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splines_cubic.svg
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splines_cubic_test.svg
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splines_test.svg
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style_figs.py
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supervised.png
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target_bias.svg
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target_bias_0.svg
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target_bias_1.svg
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target_bias_2.svg
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target_variance.svg
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target_variance_0.svg
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target_variance_1.svg
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target_variance_2.svg
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tree2D_1split.svg
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tree2D_2split.svg
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tree2D_3split.svg
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tree_blue_orange1.svg
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tree_blue_orange2.svg
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tree_blue_orange3.svg
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tree_example.svg
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tree_regression1.svg
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tree_regression2.svg
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tree_regression3.svg
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tree_regression4.svg
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tree_regression_structure1.svg
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tree_regression_structure2.svg
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tree_regression_structure3.svg
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unsupervised.png
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workflow.png
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