AUTHORS.rst MANIFEST.in README-py3k.rst README.rst setup.cfg setup.py doc/Makefile doc/README doc/about.rst doc/conf.py doc/data_transforms.rst doc/index.rst doc/install.rst doc/make.bat doc/model_selection.rst doc/presentations.rst doc/supervised_learning.rst doc/support.rst doc/unsupervised_learning.rst doc/user_guide.rst doc/whats_new.rst doc/datasets/covtype.rst doc/datasets/index.rst doc/datasets/labeled_faces.rst doc/datasets/labeled_faces_fixture.py doc/datasets/mldata.rst doc/datasets/mldata_fixture.py doc/datasets/olivetti_faces.rst doc/datasets/twenty_newsgroups.rst doc/datasets/twenty_newsgroups_fixture.py doc/developers/debugging.rst doc/developers/index.rst doc/developers/maintainer.rst doc/developers/performance.rst doc/developers/utilities.rst doc/images/blank_image.png doc/images/google-logo.png doc/images/inria-logo.jpg doc/images/inria-small.jpg doc/images/iris.pdf doc/images/iris.svg doc/images/last_digit.png doc/images/minBox.png doc/images/minBoxHighlight.png 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doc/tutorial/basic/tutorial.rst doc/tutorial/common_includes/info.txt doc/tutorial/statistical_inference/finding_help.rst doc/tutorial/statistical_inference/index.rst doc/tutorial/statistical_inference/model_selection.rst doc/tutorial/statistical_inference/putting_together.rst doc/tutorial/statistical_inference/settings.rst doc/tutorial/statistical_inference/supervised_learning.rst doc/tutorial/statistical_inference/unsupervised_learning.rst doc/tutorial/text_analytics/placeholder.txt examples/README.txt examples/document_classification_20newsgroups.py examples/document_clustering.py examples/feature_selection_pipeline.py examples/feature_stacker.py examples/grid_search_digits.py examples/grid_search_text_feature_extraction.py examples/hashing_vs_dict_vectorizer.py examples/mlcomp_sparse_document_classification.py examples/plot_classification_probability.py examples/plot_classifier_comparison.py examples/plot_confusion_matrix.py examples/plot_digits_classification.py examples/plot_digits_pipe.py examples/plot_feature_selection.py examples/plot_hmm_sampling.py examples/plot_hmm_stock_analysis.py examples/plot_isotonic_regression.py examples/plot_johnson_lindenstrauss_bound.py examples/plot_kernel_approximation.py examples/plot_lda_qda.py examples/plot_multilabel.py examples/plot_permutation_test_for_classification.py examples/plot_pls.py examples/plot_precision_recall.py examples/plot_rfe_digits.py examples/plot_rfe_with_cross_validation.py examples/plot_roc.py examples/plot_roc_crossval.py examples/plot_train_error_vs_test_error.py examples/applications/README.txt examples/applications/face_recognition.py examples/applications/plot_outlier_detection_housing.py examples/applications/plot_species_distribution_modeling.py examples/applications/plot_stock_market.py examples/applications/plot_tomography_l1_reconstruction.py examples/applications/svm_gui.py examples/applications/topics_extraction_with_nmf.py examples/applications/wikipedia_principal_eigenvector.py examples/cluster/README.txt examples/cluster/plot_adjusted_for_chance_measures.py examples/cluster/plot_affinity_propagation.py examples/cluster/plot_cluster_comparison.py examples/cluster/plot_cluster_iris.py examples/cluster/plot_color_quantization.py examples/cluster/plot_dbscan.py examples/cluster/plot_dict_face_patches.py examples/cluster/plot_digits_agglomeration.py examples/cluster/plot_feature_agglomeration_vs_univariate_selection.py examples/cluster/plot_kmeans_digits.py examples/cluster/plot_kmeans_stability_low_dim_dense.py examples/cluster/plot_lena_compress.py examples/cluster/plot_lena_segmentation.py examples/cluster/plot_lena_ward_segmentation.py examples/cluster/plot_mean_shift.py examples/cluster/plot_mini_batch_kmeans.py examples/cluster/plot_segmentation_toy.py examples/cluster/plot_ward_structured_vs_unstructured.py examples/covariance/README.txt examples/covariance/plot_covariance_estimation.py examples/covariance/plot_lw_vs_oas.py examples/covariance/plot_mahalanobis_distances.py examples/covariance/plot_outlier_detection.py examples/covariance/plot_robust_vs_empirical_covariance.py examples/covariance/plot_sparse_cov.py examples/datasets/README.txt examples/datasets/plot_digits_last_image.py examples/datasets/plot_iris_dataset.py examples/datasets/plot_random_dataset.py examples/decomposition/README.txt examples/decomposition/plot_faces_decomposition.py examples/decomposition/plot_ica_blind_source_separation.py examples/decomposition/plot_ica_vs_pca.py examples/decomposition/plot_image_denoising.py examples/decomposition/plot_kernel_pca.py examples/decomposition/plot_pca_3d.py examples/decomposition/plot_pca_iris.py examples/decomposition/plot_pca_vs_lda.py examples/decomposition/plot_sparse_coding.py examples/ensemble/README.txt examples/ensemble/plot_forest_importances.py examples/ensemble/plot_forest_importances_faces.py examples/ensemble/plot_forest_iris.py examples/ensemble/plot_forest_multioutput.py examples/ensemble/plot_gradient_boosting_quantile.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_embedding.py examples/exercises/README.txt examples/exercises/plot_cv_diabetes.py examples/exercises/plot_cv_digits.py examples/exercises/plot_digits_classification_exercise.py examples/exercises/plot_iris_exercise.py examples/gaussian_process/README.txt examples/gaussian_process/gp_diabetes_dataset.py examples/gaussian_process/plot_gp_probabilistic_classification_after_regression.py examples/gaussian_process/plot_gp_regression.py examples/linear_model/README.txt examples/linear_model/lasso_dense_vs_sparse_data.py examples/linear_model/plot_ard.py examples/linear_model/plot_bayesian_ridge.py examples/linear_model/plot_iris_logistic.py examples/linear_model/plot_lasso_and_elasticnet.py examples/linear_model/plot_lasso_coordinate_descent_path.py examples/linear_model/plot_lasso_lars.py examples/linear_model/plot_lasso_model_selection.py examples/linear_model/plot_logistic.py examples/linear_model/plot_logistic_l1_l2_sparsity.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_ols_ridge_variance.py examples/linear_model/plot_omp.py examples/linear_model/plot_polynomial_interpolation.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_ols.py examples/linear_model/plot_sgd_penalties.py examples/linear_model/plot_sgd_separating_hyperplane.py examples/linear_model/plot_sgd_weighted_classes.py examples/linear_model/plot_sgd_weighted_samples.py examples/linear_model/plot_sparse_recovery.py examples/manifold/README.txt examples/manifold/plot_compare_methods.py examples/manifold/plot_lle_digits.py examples/manifold/plot_manifold_sphere.py examples/manifold/plot_mds.py examples/manifold/plot_swissroll.py examples/mixture/README.txt examples/mixture/plot_gmm.py examples/mixture/plot_gmm_classifier.py examples/mixture/plot_gmm_pdf.py examples/mixture/plot_gmm_selection.py examples/mixture/plot_gmm_sin.py examples/neighbors/README.txt examples/neighbors/plot_classification.py examples/neighbors/plot_nearest_centroid.py examples/neighbors/plot_regression.py examples/semi_supervised/README.txt examples/semi_supervised/plot_label_propagation_digits.py examples/semi_supervised/plot_label_propagation_digits_active_learning.py examples/semi_supervised/plot_label_propagation_structure.py examples/semi_supervised/plot_label_propagation_versus_svm_iris.py examples/svm/README.txt examples/svm/plot_custom_kernel.py examples/svm/plot_iris.py 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sklearn/svm/src/libsvm/libsvm_helper.c sklearn/svm/src/libsvm/libsvm_sparse_helper.c sklearn/svm/src/libsvm/libsvm_template.cpp sklearn/svm/src/libsvm/svm.cpp sklearn/svm/src/libsvm/svm.h sklearn/svm/tests/__init__.py sklearn/svm/tests/test_bounds.py sklearn/svm/tests/test_sparse.py sklearn/svm/tests/test_svm.py sklearn/tests/__init__.py sklearn/tests/test_base.py sklearn/tests/test_check_build.py sklearn/tests/test_common.py sklearn/tests/test_cross_validation.py sklearn/tests/test_dummy.py sklearn/tests/test_grid_search.py sklearn/tests/test_hmm.py sklearn/tests/test_init.py sklearn/tests/test_isotonic.py sklearn/tests/test_kernel_approximation.py sklearn/tests/test_lda.py sklearn/tests/test_multiclass.py sklearn/tests/test_naive_bayes.py sklearn/tests/test_pipeline.py sklearn/tests/test_pls.py sklearn/tests/test_preprocessing.py sklearn/tests/test_qda.py sklearn/tests/test_random_projection.py sklearn/tree/__init__.py sklearn/tree/_tree.c sklearn/tree/_tree.pyx sklearn/tree/setup.py sklearn/tree/tree.py sklearn/tree/tests/__init__.py sklearn/tree/tests/test_tree.py sklearn/utils/__init__.py sklearn/utils/_csgraph.py sklearn/utils/arpack.py sklearn/utils/arraybuilder.c sklearn/utils/arraybuilder.pyx sklearn/utils/arrayfuncs.c sklearn/utils/arrayfuncs.pyx sklearn/utils/bench.py sklearn/utils/class_weight.py sklearn/utils/extmath.py sklearn/utils/fixes.py sklearn/utils/graph.py sklearn/utils/graph_shortest_path.c sklearn/utils/graph_shortest_path.pyx sklearn/utils/lgamma.c sklearn/utils/lgamma.pyx sklearn/utils/murmurhash.c sklearn/utils/murmurhash.pyx sklearn/utils/random.c sklearn/utils/random.pyx sklearn/utils/seq_dataset.c sklearn/utils/seq_dataset.pyx sklearn/utils/setup.py sklearn/utils/sparsefuncs.c sklearn/utils/sparsefuncs.pyx sklearn/utils/testing.py sklearn/utils/validation.py sklearn/utils/weight_vector.c sklearn/utils/weight_vector.pyx sklearn/utils/sparsetools/__init__.py sklearn/utils/sparsetools/complex_ops.h sklearn/utils/sparsetools/csgraph.h sklearn/utils/sparsetools/csgraph.py sklearn/utils/sparsetools/csgraph_wrap.cxx sklearn/utils/sparsetools/npy_3kcompat.h sklearn/utils/sparsetools/py3k.h sklearn/utils/sparsetools/setup.py sklearn/utils/src/MurmurHash3.cpp sklearn/utils/src/MurmurHash3.h sklearn/utils/src/cholesky_delete.h sklearn/utils/src/gamma.c sklearn/utils/src/gamma.h sklearn/utils/tests/__init__.py sklearn/utils/tests/test_bench.py sklearn/utils/tests/test_extmath.py sklearn/utils/tests/test_fixes.py sklearn/utils/tests/test_graph.py sklearn/utils/tests/test_murmurhash.py sklearn/utils/tests/test_random.py sklearn/utils/tests/test_shortest_path.py sklearn/utils/tests/test_sparsefuncs.py sklearn/utils/tests/test_testing.py sklearn/utils/tests/test_utils.py sklearn/utils/tests/test_validation.py