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.codecov.yml
COPYING
ISSUE_TEMPLATE.md
PULL_REQUEST_TEMPLATE.md
benchmarks/.gitignore
benchmarks/bench_isolation_forest.py
benchmarks/bench_lof.py
benchmarks/bench_plot_fastkmeans.py
benchmarks/bench_plot_incremental_pca.py
benchmarks/bench_plot_omp_lars.py
benchmarks/bench_plot_svd.py
benchmarks/bench_plot_ward.py
benchmarks/bench_rcv1_logreg_convergence.py
benchmarks/bench_sample_without_replacement.py
benchmarks/bench_sparsify.py
benchmarks/bench_text_vectorizers.py
benchmarks/bench_tsne_mnist.py
benchmarks/plot_tsne_mnist.py
build_tools/appveyor/requirements.txt
build_tools/circle/checkout_merge_commit.sh
build_tools/travis/after_success.sh
build_tools/windows/windows_testing_downloader.ps1
doc/datasets/labeled_faces.rst
doc/datasets/olivetti_faces.rst
doc/datasets/rcv1.rst
doc/datasets/twenty_newsgroups.rst
doc/developers/index.rst
doc/make.bat
doc/modules/cross_decomposition.rst
doc/modules/density.rst
doc/modules/kernel_ridge.rst
doc/modules/label_propagation.rst
doc/modules/lda_qda.rst
doc/modules/random_projection.rst
doc/presentations.rst
doc/templates/numpydoc_docstring.rst
doc/themes/scikit-learn/static/ML_MAPS_README.rst
doc/themes/scikit-learn/static/jquery.js
doc/themes/scikit-learn/static/js/extra.js
doc/tutorial/index.rst
doc/tutorial/machine_learning_map/ML_MAPS_README.txt
doc/tutorial/machine_learning_map/index.rst
doc/tutorial/machine_learning_map/pyparsing.py
doc/tutorial/machine_learning_map/svg2imagemap.py
doc/tutorial/statistical_inference/putting_together.rst
doc/tutorial/statistical_inference/settings.rst
doc/tutorial/text_analytics/data/languages/fetch_data.py
doc/tutorial/text_analytics/skeletons/exercise_01_language_train_model.py
doc/tutorial/text_analytics/skeletons/exercise_02_sentiment.py
doc/tutorial/text_analytics/solutions/exercise_01_language_train_model.py
doc/whats_new/v0.13.rst
doc/whats_new/v0.14.rst
doc/whats_new/v0.15.rst
doc/whats_new/v0.16.rst
doc/whats_new/v0.17.rst
doc/whats_new/v0.18.rst
doc/whats_new/v0.19.rst
examples/.flake8
examples/applications/plot_face_recognition.py
examples/applications/plot_model_complexity_influence.py
examples/applications/plot_out_of_core_classification.py
examples/applications/plot_outlier_detection_housing.py
examples/applications/plot_prediction_latency.py
examples/applications/plot_species_distribution_modeling.py
examples/calibration/README.txt
examples/calibration/plot_calibration_multiclass.py
examples/classification/plot_digits_classification.py
examples/cluster/plot_agglomerative_clustering.py
examples/cluster/plot_agglomerative_clustering_metrics.py
examples/cluster/plot_birch_vs_minibatchkmeans.py
examples/cluster/plot_cluster_iris.py
examples/cluster/plot_coin_segmentation.py
examples/cluster/plot_coin_ward_segmentation.py
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examples/cluster/plot_kmeans_digits.py
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examples/cluster/plot_mini_batch_kmeans.py
examples/cluster/plot_segmentation_toy.py
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examples/compose/README.txt
examples/compose/plot_column_transformer.py
examples/compose/plot_column_transformer_mixed_types.py
examples/compose/plot_compare_reduction.py
examples/compose/plot_digits_pipe.py
examples/compose/plot_feature_union.py
examples/compose/plot_transformed_target.py
examples/covariance/plot_covariance_estimation.py
examples/covariance/plot_mahalanobis_distances.py
examples/covariance/plot_robust_vs_empirical_covariance.py
examples/covariance/plot_sparse_cov.py
examples/cross_decomposition/plot_compare_cross_decomposition.py
examples/datasets/plot_digits_last_image.py
examples/datasets/plot_iris_dataset.py
examples/datasets/plot_random_dataset.py
examples/decomposition/plot_ica_blind_source_separation.py
examples/decomposition/plot_ica_vs_pca.py
examples/decomposition/plot_kernel_pca.py
examples/decomposition/plot_pca_3d.py
examples/decomposition/plot_pca_vs_fa_model_selection.py
examples/decomposition/plot_sparse_coding.py
examples/ensemble/plot_adaboost_hastie_10_2.py
examples/ensemble/plot_adaboost_multiclass.py
examples/ensemble/plot_adaboost_regression.py
examples/ensemble/plot_adaboost_twoclass.py
examples/ensemble/plot_bias_variance.py
examples/ensemble/plot_forest_iris.py
examples/ensemble/plot_gradient_boosting_regression.py
examples/ensemble/plot_gradient_boosting_regularization.py
examples/ensemble/plot_partial_dependence.py
examples/ensemble/plot_random_forest_regression_multioutput.py
examples/ensemble/plot_voting_decision_regions.py
examples/ensemble/plot_voting_probas.py
examples/exercises/plot_cv_diabetes.py
examples/exercises/plot_digits_classification_exercise.py
examples/exercises/plot_iris_exercise.py
examples/feature_selection/plot_f_test_vs_mi.py
examples/feature_selection/plot_feature_selection.py
examples/feature_selection/plot_permutation_test_for_classification.py
examples/gaussian_process/plot_gpc.py
examples/gaussian_process/plot_gpc_iris.py
examples/gaussian_process/plot_gpc_isoprobability.py
examples/gaussian_process/plot_gpc_xor.py
examples/gaussian_process/plot_gpr_noisy.py
examples/gaussian_process/plot_gpr_noisy_targets.py
examples/gaussian_process/plot_gpr_prior_posterior.py
examples/linear_model/plot_ard.py
examples/linear_model/plot_bayesian_ridge.py
examples/linear_model/plot_lasso_dense_vs_sparse_data.py
examples/linear_model/plot_lasso_lars.py
examples/linear_model/plot_lasso_model_selection.py
examples/linear_model/plot_logistic_l1_l2_sparsity.py
examples/linear_model/plot_logistic_multinomial.py
examples/linear_model/plot_logistic_path.py
examples/linear_model/plot_multi_task_lasso_support.py
examples/linear_model/plot_ols.py
examples/linear_model/plot_ols_3d.py
examples/linear_model/plot_ransac.py
examples/linear_model/plot_ridge_path.py
examples/linear_model/plot_sgd_comparison.py
examples/linear_model/plot_sgd_iris.py
examples/linear_model/plot_sgd_loss_functions.py
examples/linear_model/plot_sgd_penalties.py
examples/linear_model/plot_sgd_separating_hyperplane.py
examples/linear_model/plot_sgd_weighted_samples.py
examples/linear_model/plot_sparse_logistic_regression_20newsgroups.py
examples/linear_model/plot_sparse_logistic_regression_mnist.py
examples/linear_model/plot_theilsen.py
examples/manifold/plot_swissroll.py
examples/manifold/plot_t_sne_perplexity.py
examples/mixture/plot_concentration_prior.py
examples/model_selection/grid_search_text_feature_extraction.py
examples/model_selection/plot_cv_predict.py
examples/model_selection/plot_grid_search_digits.py
examples/model_selection/plot_learning_curve.py
examples/model_selection/plot_multi_metric_evaluation.py
examples/model_selection/plot_roc.py
examples/model_selection/plot_roc_crossval.py
examples/model_selection/plot_train_error_vs_test_error.py
examples/model_selection/plot_underfitting_overfitting.py
examples/model_selection/plot_validation_curve.py
examples/multioutput/README.txt
examples/multioutput/plot_classifier_chain_yeast.py
examples/neighbors/plot_digits_kde_sampling.py
examples/neighbors/plot_species_kde.py
examples/neural_networks/plot_mlp_alpha.py
examples/neural_networks/plot_mlp_training_curves.py
examples/plot_isotonic_regression.py
examples/plot_johnson_lindenstrauss_bound.py
examples/plot_kernel_ridge_regression.py
examples/plot_multilabel.py
examples/plot_multioutput_face_completion.py
examples/preprocessing/plot_all_scaling.py
examples/semi_supervised/plot_label_propagation_digits.py
examples/semi_supervised/plot_label_propagation_digits_active_learning.py
examples/semi_supervised/plot_label_propagation_versus_svm_iris.py
examples/svm/plot_custom_kernel.py
examples/svm/plot_separating_hyperplane.py
examples/svm/plot_svm_anova.py
examples/svm/plot_svm_kernels.py
examples/svm/plot_svm_margin.py
examples/svm/plot_svm_nonlinear.py
examples/svm/plot_svm_scale_c.py
examples/svm/plot_weighted_samples.py
examples/text/plot_hashing_vs_dict_vectorizer.py
examples/tree/plot_tree_regression.py
examples/tree/plot_tree_regression_multioutput.py
examples/tree/plot_unveil_tree_structure.py
sklearn/__check_build/__init__.py
sklearn/_config.py
sklearn/cluster/_dbscan_inner.pyx
sklearn/cluster/_hierarchical.pyx
sklearn/cluster/_k_means_elkan.pyx
sklearn/cluster/setup.py
sklearn/compose/tests/test_target.py
sklearn/covariance/__init__.py
sklearn/covariance/robust_covariance.py
sklearn/covariance/shrunk_covariance_.py
sklearn/covariance/tests/test_covariance.py
sklearn/covariance/tests/test_elliptic_envelope.py
sklearn/datasets/_svmlight_format.pyx
sklearn/datasets/data/boston_house_prices.csv
sklearn/datasets/data/breast_cancer.csv
sklearn/datasets/data/iris.csv
sklearn/datasets/data/wine_data.csv
sklearn/datasets/descr/boston_house_prices.rst
sklearn/datasets/descr/diabetes.rst
sklearn/datasets/descr/iris.rst
sklearn/datasets/descr/linnerud.rst
sklearn/datasets/descr/wine_data.rst
sklearn/datasets/setup.py
sklearn/datasets/tests/test_california_housing.py
sklearn/datasets/tests/test_common.py
sklearn/datasets/tests/test_covtype.py
sklearn/datasets/tests/test_kddcup99.py
sklearn/datasets/tests/test_lfw.py
sklearn/datasets/tests/test_mldata.py
sklearn/datasets/tests/test_rcv1.py
sklearn/decomposition/cdnmf_fast.pyx
sklearn/decomposition/tests/test_factor_analysis.py
sklearn/externals/README
sklearn/externals/conftest.py
sklearn/externals/joblib/disk.py
sklearn/feature_extraction/setup.py
sklearn/feature_selection/mutual_info_.py
sklearn/feature_selection/tests/test_base.py
sklearn/feature_selection/tests/test_chi2.py
sklearn/gaussian_process/__init__.py
sklearn/gaussian_process/correlation_models.py
sklearn/gaussian_process/regression_models.py
sklearn/linear_model/sgd_fast.pxd
sklearn/linear_model/sgd_fast_helpers.h
sklearn/linear_model/tests/test_omp.py
sklearn/manifold/setup.py
sklearn/manifold/tests/test_locally_linear.py
sklearn/metrics/cluster/expected_mutual_info_fast.pyx
sklearn/metrics/cluster/setup.py
sklearn/mixture/__init__.py
sklearn/neighbors/nearest_centroid.py
sklearn/neighbors/quad_tree.pxd
sklearn/neighbors/quad_tree.pyx
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sklearn/neighbors/typedefs.pyx
sklearn/preprocessing/_encoders.py
sklearn/preprocessing/tests/test_encoders.py
sklearn/semi_supervised/__init__.py
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sklearn/src/cblas/atlas_reflevel1.h
sklearn/src/cblas/cblas.h
sklearn/src/cblas/cblas_dcopy.c
sklearn/src/cblas/cblas_scopy.c
sklearn/src/cblas/cblas_xerbla.c
sklearn/svm/bounds.py
sklearn/svm/liblinear.pxd
sklearn/svm/liblinear.pyx
sklearn/svm/libsvm.pxd
sklearn/svm/setup.py
sklearn/svm/src/liblinear/linear.h
sklearn/svm/src/libsvm/libsvm_sparse_helper.c
sklearn/tests/test_init.py
sklearn/tests/test_random_projection.py
sklearn/tree/setup.py
sklearn/utils/bench.py
sklearn/utils/fast_dict.pxd
sklearn/utils/graph_shortest_path.pyx
sklearn/utils/sparsetools/__init__.py
sklearn/utils/tests/test_deprecation.py
sklearn/utils/tests/test_metaestimators.py
sklearn/utils/tests/test_stats.py
sklearn/utils/weight_vector.pxd

.circleci/config.yml
.mailmap
CONTRIBUTING.md
benchmarks/bench_covertype.py
benchmarks/bench_mnist.py
benchmarks/bench_plot_lasso_path.py
benchmarks/bench_plot_randomized_svd.py
benchmarks/bench_saga.py
benchmarks/bench_sgd_regression.py
build_tools/circle/list_versions.py
build_tools/travis/flake8_diff.sh
conftest.py
doc/README.md
doc/conftest.py
doc/data_transforms.rst
doc/datasets/covtype.rst
doc/datasets/kddcup99.rst
doc/developers/maintainer.rst
doc/modules/computational_performance.rst
doc/modules/covariance.rst
doc/modules/learning_curve.rst
doc/modules/unsupervised_reduction.rst
doc/sphinxext/sphinx_issues.py
doc/supervised_learning.rst
doc/tutorial/machine_learning_map/parse_path.py
doc/user_guide.rst
doc/whats_new/older_versions.rst
examples/README.txt
examples/applications/plot_tomography_l1_reconstruction.py
examples/applications/wikipedia_principal_eigenvector.py
examples/classification/plot_classifier_comparison.py
examples/classification/plot_lda_qda.py
examples/cluster/plot_adjusted_for_chance_measures.py
examples/cluster/plot_dbscan.py
examples/cluster/plot_face_compress.py
examples/cluster/plot_kmeans_stability_low_dim_dense.py
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