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README.md
setup.py
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autosklearn/pipeline/util.py
autosklearn/pipeline/components/__init__.py
autosklearn/pipeline/components/base.py
autosklearn/pipeline/components/classification/__init__.py
autosklearn/pipeline/components/classification/adaboost.py
autosklearn/pipeline/components/classification/bernoulli_nb.py
autosklearn/pipeline/components/classification/decision_tree.py
autosklearn/pipeline/components/classification/extra_trees.py
autosklearn/pipeline/components/classification/gaussian_nb.py
autosklearn/pipeline/components/classification/gradient_boosting.py
autosklearn/pipeline/components/classification/k_nearest_neighbors.py
autosklearn/pipeline/components/classification/lda.py
autosklearn/pipeline/components/classification/liblinear_svc.py
autosklearn/pipeline/components/classification/libsvm_svc.py
autosklearn/pipeline/components/classification/multinomial_nb.py
autosklearn/pipeline/components/classification/passive_aggressive.py
autosklearn/pipeline/components/classification/qda.py
autosklearn/pipeline/components/classification/random_forest.py
autosklearn/pipeline/components/classification/sgd.py
autosklearn/pipeline/components/classification/xgradient_boosting.py
autosklearn/pipeline/components/data_preprocessing/__init__.py
autosklearn/pipeline/components/data_preprocessing/balancing/__init__.py
autosklearn/pipeline/components/data_preprocessing/balancing/balancing.py
autosklearn/pipeline/components/data_preprocessing/imputation/__init__.py
autosklearn/pipeline/components/data_preprocessing/imputation/imputation.py
autosklearn/pipeline/components/data_preprocessing/one_hot_encoding/__init__.py
autosklearn/pipeline/components/data_preprocessing/one_hot_encoding/no_encoding.py
autosklearn/pipeline/components/data_preprocessing/one_hot_encoding/one_hot_encoding.py
autosklearn/pipeline/components/data_preprocessing/rescaling/__init__.py
autosklearn/pipeline/components/data_preprocessing/rescaling/abstract_rescaling.py
autosklearn/pipeline/components/data_preprocessing/rescaling/minmax.py
autosklearn/pipeline/components/data_preprocessing/rescaling/none.py
autosklearn/pipeline/components/data_preprocessing/rescaling/normalize.py
autosklearn/pipeline/components/data_preprocessing/rescaling/quantile_transformer.py
autosklearn/pipeline/components/data_preprocessing/rescaling/robust_scaler.py
autosklearn/pipeline/components/data_preprocessing/rescaling/standardize.py
autosklearn/pipeline/components/data_preprocessing/variance_threshold/__init__.py
autosklearn/pipeline/components/data_preprocessing/variance_threshold/variance_threshold.py
autosklearn/pipeline/components/feature_preprocessing/__init__.py
autosklearn/pipeline/components/feature_preprocessing/densifier.py
autosklearn/pipeline/components/feature_preprocessing/extra_trees_preproc_for_classification.py
autosklearn/pipeline/components/feature_preprocessing/extra_trees_preproc_for_regression.py
autosklearn/pipeline/components/feature_preprocessing/fast_ica.py
autosklearn/pipeline/components/feature_preprocessing/feature_agglomeration.py
autosklearn/pipeline/components/feature_preprocessing/kernel_pca.py
autosklearn/pipeline/components/feature_preprocessing/kitchen_sinks.py
autosklearn/pipeline/components/feature_preprocessing/liblinear_svc_preprocessor.py
autosklearn/pipeline/components/feature_preprocessing/no_preprocessing.py
autosklearn/pipeline/components/feature_preprocessing/nystroem_sampler.py
autosklearn/pipeline/components/feature_preprocessing/pca.py
autosklearn/pipeline/components/feature_preprocessing/polynomial.py
autosklearn/pipeline/components/feature_preprocessing/random_trees_embedding.py
autosklearn/pipeline/components/feature_preprocessing/select_percentile.py
autosklearn/pipeline/components/feature_preprocessing/select_percentile_classification.py
autosklearn/pipeline/components/feature_preprocessing/select_percentile_regression.py
autosklearn/pipeline/components/feature_preprocessing/select_rates.py
autosklearn/pipeline/components/feature_preprocessing/truncatedSVD.py
autosklearn/pipeline/components/regression/__init__.py
autosklearn/pipeline/components/regression/adaboost.py
autosklearn/pipeline/components/regression/ard_regression.py
autosklearn/pipeline/components/regression/decision_tree.py
autosklearn/pipeline/components/regression/extra_trees.py
autosklearn/pipeline/components/regression/gaussian_process.py
autosklearn/pipeline/components/regression/gradient_boosting.py
autosklearn/pipeline/components/regression/k_nearest_neighbors.py
autosklearn/pipeline/components/regression/liblinear_svr.py
autosklearn/pipeline/components/regression/libsvm_svr.py
autosklearn/pipeline/components/regression/random_forest.py
autosklearn/pipeline/components/regression/ridge_regression.py
autosklearn/pipeline/components/regression/sgd.py
autosklearn/pipeline/components/regression/xgradient_boosting.py
autosklearn/pipeline/implementations/OneHotEncoder.py
autosklearn/pipeline/implementations/__init__.py
autosklearn/pipeline/implementations/util.py
autosklearn/pipeline/implementations/xgb.py
autosklearn/util/__init__.py
autosklearn/util/backend.py
autosklearn/util/common.py
autosklearn/util/data.py
autosklearn/util/dependencies.py
autosklearn/util/hash.py
autosklearn/util/logging.yaml
autosklearn/util/logging_.py
autosklearn/util/pipeline.py
autosklearn/util/stopwatch.py
test/test_automl/__init__.py
test/test_automl/base.py
test/test_automl/test_automl.py
test/test_automl/test_estimators.py
test/test_cli/__init__.py
test/test_data/__init__.py
test/test_data/test_competition_c_functions.py
test/test_data/test_competition_data_manager.py
test/test_data/test_data_manager.py
test/test_ensemble_builder/__init__.py
test/test_ensemble_builder/test_ensemble.py
test/test_evaluation/__init__.py
test/test_evaluation/evaluation_util.py
test/test_evaluation/test_abstract_evaluator.py
test/test_evaluation/test_evaluation.py
test/test_evaluation/test_test_evaluator.py
test/test_evaluation/test_train_evaluator.py
test/test_metalearning/__init__.py
test/test_metalearning/test_metalearning.py
test/test_metalearning/pyMetaLearn/__init__.py
test/test_metalearning/pyMetaLearn/test_meta_base.py
test/test_metalearning/pyMetaLearn/test_meta_features.py
test/test_metalearning/pyMetaLearn/test_meta_features_sparse.py
test/test_metalearning/pyMetaLearn/test_metalearner.py
test/test_metalearning/pyMetaLearn/test_optimizer_base.py
test/test_metric/__init__.py
test/test_metric/test_classification_metrics.py
test/test_metric/test_metrics.py
test/test_metric/test_util.py
test/test_pipeline/__init__.py
test/test_pipeline/test_base.py
test/test_pipeline/test_classification.py
test/test_pipeline/test_create_searchspace_util_classification.py
test/test_pipeline/test_regression.py
test/test_pipeline/components/__init__.py
test/test_pipeline/components/test_base.py
test/test_pipeline/components/classification/__init__.py
test/test_pipeline/components/classification/test_adaboost.py
test/test_pipeline/components/classification/test_base.py
test/test_pipeline/components/classification/test_bernoulli_nb.py
test/test_pipeline/components/classification/test_decision_tree.py
test/test_pipeline/components/classification/test_extra_trees.py
test/test_pipeline/components/classification/test_gaussian_nb.py
test/test_pipeline/components/classification/test_gradient_boosting.py
test/test_pipeline/components/classification/test_k_nearest_neighbor.py
test/test_pipeline/components/classification/test_lda.py
test/test_pipeline/components/classification/test_liblinear.py
test/test_pipeline/components/classification/test_libsvm_svc.py
test/test_pipeline/components/classification/test_multinomial_nb.py
test/test_pipeline/components/classification/test_passive_aggressive.py
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test/test_pipeline/components/feature_preprocessing/test_choice.py
test/test_pipeline/components/feature_preprocessing/test_densifier.py
test/test_pipeline/components/feature_preprocessing/test_extra_trees_classification.py
test/test_pipeline/components/feature_preprocessing/test_extra_trees_regression.py
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test/test_pipeline/components/feature_preprocessing/test_feature_agglomeration.py
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test/test_pipeline/components/feature_preprocessing/test_kitchen_sinks.py
test/test_pipeline/components/feature_preprocessing/test_liblinear.py
test/test_pipeline/components/feature_preprocessing/test_nystroem_sampler.py
test/test_pipeline/components/feature_preprocessing/test_pca.py
test/test_pipeline/components/feature_preprocessing/test_polynomial.py
test/test_pipeline/components/feature_preprocessing/test_random_trees_embedding.py
test/test_pipeline/components/feature_preprocessing/test_select_percentile_classification.py
test/test_pipeline/components/feature_preprocessing/test_select_percentile_regression.py
test/test_pipeline/components/feature_preprocessing/test_select_rates.py
test/test_pipeline/components/feature_preprocessing/test_truncatedSVD.py
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test/test_pipeline/components/regression/test_base.py
test/test_pipeline/components/regression/test_decision_tree.py
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test/test_pipeline/components/regression/test_k_nearest_neighbors.py
test/test_pipeline/components/regression/test_liblinear_svr.py
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test/test_pipeline/components/regression/test_ridge_regression.py
test/test_pipeline/components/regression/test_sgd.py
test/test_pipeline/components/regression/test_support_vector_regression.py
test/test_pipeline/components/regression/test_xgradient_boosting.py
test/test_pipeline/implementations/__init__.py
test/test_pipeline/implementations/test_OneHotEncoder.py
test/test_pipeline/implementations/test_imputation.py
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test/test_scripts/__init__.py
test/test_scripts/test_metadata_generation.py
test/test_util/__init__.py
test/test_util/test_StopWatch.py
test/test_util/test_backend.py
test/test_util/test_common.py
test/test_util/test_dependencies.py
test/test_util/test_hash.py
test/test_util/test_logging.py