Mercurial > repos > bgruening > sklearn_numeric_clustering
comparison pk_whitelist.json @ 24:abb5a3f256e3 draft
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit c0a3a186966888e5787335a7628bf0a4382637e7
| author | bgruening |
|---|---|
| date | Tue, 14 May 2019 18:11:02 -0400 |
| parents | |
| children |
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| 23:9d234733ccfd | 24:abb5a3f256e3 |
|---|---|
| 1 { "SK_NAMES": [ | |
| 2 "sklearn._ASSUME_FINITE", "sklearn._isotonic._inplace_contiguous_isotonic_regression", | |
| 3 "sklearn._isotonic._make_unique", "sklearn.base.BaseEstimator", | |
| 4 "sklearn.base.BiclusterMixin", "sklearn.base.ClassifierMixin", | |
| 5 "sklearn.base.ClusterMixin", "sklearn.base.DensityMixin", | |
| 6 "sklearn.base.MetaEstimatorMixin", "sklearn.base.RegressorMixin", | |
| 7 "sklearn.base.TransformerMixin", "sklearn.base._first_and_last_element", | |
| 8 "sklearn.base._pprint", "sklearn.base.clone", | |
| 9 "sklearn.base.is_classifier", "sklearn.base.is_regressor", | |
| 10 "sklearn.clone", "sklearn.cluster.AffinityPropagation", | |
| 11 "sklearn.cluster.AgglomerativeClustering", "sklearn.cluster.Birch", | |
| 12 "sklearn.cluster.DBSCAN", "sklearn.cluster.FeatureAgglomeration", | |
| 13 "sklearn.cluster.KMeans", "sklearn.cluster.MeanShift", | |
| 14 "sklearn.cluster.MiniBatchKMeans", "sklearn.cluster.SpectralBiclustering", | |
| 15 "sklearn.cluster.SpectralClustering", "sklearn.cluster.SpectralCoclustering", | |
| 16 "sklearn.cluster._dbscan_inner.dbscan_inner", "sklearn.cluster._feature_agglomeration.AgglomerationTransform", | |
| 17 "sklearn.cluster._hierarchical.WeightedEdge", "sklearn.cluster._hierarchical._get_parents", | |
| 18 "sklearn.cluster._hierarchical._hc_get_descendent", "sklearn.cluster._hierarchical.average_merge", | |
| 19 "sklearn.cluster._hierarchical.compute_ward_dist", "sklearn.cluster._hierarchical.hc_get_heads", | |
| 20 "sklearn.cluster._hierarchical.max_merge", "sklearn.cluster._k_means._assign_labels_array", | |
| 21 "sklearn.cluster._k_means._assign_labels_csr", "sklearn.cluster._k_means._centers_dense", | |
| 22 "sklearn.cluster._k_means._centers_sparse", "sklearn.cluster._k_means._mini_batch_update_csr", | |
| 23 "sklearn.cluster._k_means_elkan.k_means_elkan", "sklearn.cluster.affinity_propagation", | |
| 24 "sklearn.cluster.affinity_propagation_.AffinityPropagation", "sklearn.cluster.affinity_propagation_.affinity_propagation", | |
| 25 "sklearn.cluster.bicluster.BaseSpectral", "sklearn.cluster.bicluster.SpectralBiclustering", | |
| 26 "sklearn.cluster.bicluster.SpectralCoclustering", "sklearn.cluster.bicluster._bistochastic_normalize", | |
| 27 "sklearn.cluster.bicluster._log_normalize", "sklearn.cluster.bicluster._scale_normalize", | |
| 28 "sklearn.cluster.birch.Birch", "sklearn.cluster.birch._CFNode", | |
| 29 "sklearn.cluster.birch._CFSubcluster", "sklearn.cluster.birch._iterate_sparse_X", | |
| 30 "sklearn.cluster.birch._split_node", "sklearn.cluster.dbscan", | |
| 31 "sklearn.cluster.dbscan_.DBSCAN", "sklearn.cluster.dbscan_.dbscan", | |
| 32 "sklearn.cluster.estimate_bandwidth", "sklearn.cluster.get_bin_seeds", | |
| 33 "sklearn.cluster.hierarchical.AgglomerativeClustering", "sklearn.cluster.hierarchical.FeatureAgglomeration", | |
| 34 "sklearn.cluster.hierarchical._TREE_BUILDERS", "sklearn.cluster.hierarchical._average_linkage", | |
| 35 "sklearn.cluster.hierarchical._complete_linkage", "sklearn.cluster.hierarchical._fix_connectivity", | |
| 36 "sklearn.cluster.hierarchical._hc_cut", "sklearn.cluster.hierarchical.linkage_tree", | |
| 37 "sklearn.cluster.hierarchical.ward_tree", "sklearn.cluster.k_means", | |
| 38 "sklearn.cluster.k_means_.FLOAT_DTYPES", "sklearn.cluster.k_means_.KMeans", | |
| 39 "sklearn.cluster.k_means_.MiniBatchKMeans", "sklearn.cluster.k_means_._init_centroids", | |
| 40 "sklearn.cluster.k_means_._k_init", "sklearn.cluster.k_means_._kmeans_single_elkan", | |
| 41 "sklearn.cluster.k_means_._kmeans_single_lloyd", "sklearn.cluster.k_means_._labels_inertia", | |
| 42 "sklearn.cluster.k_means_._labels_inertia_precompute_dense", "sklearn.cluster.k_means_._mini_batch_convergence", | |
| 43 "sklearn.cluster.k_means_._mini_batch_step", "sklearn.cluster.k_means_._tolerance", | |
| 44 "sklearn.cluster.k_means_._validate_center_shape", "sklearn.cluster.k_means_.k_means", | |
| 45 "sklearn.cluster.k_means_.string_types", "sklearn.cluster.linkage_tree", | |
| 46 "sklearn.cluster.mean_shift", "sklearn.cluster.mean_shift_.MeanShift", | |
| 47 "sklearn.cluster.mean_shift_._mean_shift_single_seed", "sklearn.cluster.mean_shift_.estimate_bandwidth", | |
| 48 "sklearn.cluster.mean_shift_.get_bin_seeds", "sklearn.cluster.mean_shift_.mean_shift", | |
| 49 "sklearn.cluster.spectral.SpectralClustering", "sklearn.cluster.spectral.discretize", | |
| 50 "sklearn.cluster.spectral.spectral_clustering", "sklearn.cluster.spectral_clustering", | |
| 51 "sklearn.cluster.ward_tree", "sklearn.config_context", "sklearn.compose.TransformedTargetRegressor", | |
| 52 "sklearn.compose._target.TransformedTargetRegressor", "sklearn.compose.ColumnTransformer", | |
| 53 "sklearn.compose._column_transformer.ColumnTransformer", "sklearn.compose.make_column_transformer", | |
| 54 "sklearn.compose._column_transformer.make_column_transformer", | |
| 55 "sklearn.covariance.EllipticEnvelope", "sklearn.covariance.EmpiricalCovariance", | |
| 56 "sklearn.covariance.GraphLasso", "sklearn.covariance.GraphLassoCV", | |
| 57 "sklearn.covariance.LedoitWolf", "sklearn.covariance.MinCovDet", | |
| 58 "sklearn.covariance.OAS", "sklearn.covariance.ShrunkCovariance", | |
| 59 "sklearn.covariance.empirical_covariance", "sklearn.covariance.empirical_covariance_.EmpiricalCovariance", | |
| 60 "sklearn.covariance.empirical_covariance_.empirical_covariance", "sklearn.covariance.empirical_covariance_.log_likelihood", | |
| 61 "sklearn.covariance.fast_mcd", "sklearn.covariance.graph_lasso", | |
| 62 "sklearn.covariance.graph_lasso_.GraphLasso", "sklearn.covariance.graph_lasso_.GraphLassoCV", | |
| 63 "sklearn.covariance.graph_lasso_._dual_gap", "sklearn.covariance.graph_lasso_._objective", | |
| 64 "sklearn.covariance.graph_lasso_.alpha_max", "sklearn.covariance.graph_lasso_.graph_lasso", | |
| 65 "sklearn.covariance.graph_lasso_.graph_lasso_path", "sklearn.covariance.ledoit_wolf", | |
| 66 "sklearn.covariance.ledoit_wolf_shrinkage", "sklearn.covariance.log_likelihood", | |
| 67 "sklearn.covariance.oas", "sklearn.covariance.outlier_detection.EllipticEnvelope", | |
| 68 "sklearn.covariance.robust_covariance.MinCovDet", "sklearn.covariance.robust_covariance._c_step", | |
| 69 "sklearn.covariance.robust_covariance.c_step", "sklearn.covariance.robust_covariance.fast_mcd", | |
| 70 "sklearn.covariance.robust_covariance.select_candidates", "sklearn.covariance.shrunk_covariance", | |
| 71 "sklearn.covariance.shrunk_covariance_.LedoitWolf", "sklearn.covariance.shrunk_covariance_.OAS", | |
| 72 "sklearn.covariance.shrunk_covariance_.ShrunkCovariance", "sklearn.covariance.shrunk_covariance_.ledoit_wolf", | |
| 73 "sklearn.covariance.shrunk_covariance_.ledoit_wolf_shrinkage", "sklearn.covariance.shrunk_covariance_.oas", | |
| 74 "sklearn.covariance.shrunk_covariance_.shrunk_covariance", "sklearn.decomposition.DictionaryLearning", | |
| 75 "sklearn.decomposition.FactorAnalysis", "sklearn.decomposition.FastICA", | |
| 76 "sklearn.decomposition.IncrementalPCA", "sklearn.decomposition.KernelPCA", | |
| 77 "sklearn.decomposition.LatentDirichletAllocation", "sklearn.decomposition.MiniBatchDictionaryLearning", | |
| 78 "sklearn.decomposition.MiniBatchSparsePCA", "sklearn.decomposition.NMF", | |
| 79 "sklearn.decomposition.PCA", "sklearn.decomposition.RandomizedPCA", | |
| 80 "sklearn.decomposition.SparseCoder", "sklearn.decomposition.SparsePCA", | |
| 81 "sklearn.decomposition.TruncatedSVD", "sklearn.decomposition._online_lda._dirichlet_expectation_1d", | |
| 82 "sklearn.decomposition._online_lda._dirichlet_expectation_2d", "sklearn.decomposition._online_lda.mean_change", | |
| 83 "sklearn.decomposition.base._BasePCA", "sklearn.decomposition.cdnmf_fast._update_cdnmf_fast", | |
| 84 "sklearn.decomposition.dict_learning", "sklearn.decomposition.dict_learning_online", | |
| 85 "sklearn.decomposition.factor_analysis.FactorAnalysis", "sklearn.decomposition.fastica", | |
| 86 "sklearn.decomposition.fastica_.FLOAT_DTYPES", "sklearn.decomposition.fastica_.FastICA", | |
| 87 "sklearn.decomposition.fastica_._cube", "sklearn.decomposition.fastica_._exp", | |
| 88 "sklearn.decomposition.fastica_._gs_decorrelation", "sklearn.decomposition.fastica_._ica_def", | |
| 89 "sklearn.decomposition.fastica_._ica_par", "sklearn.decomposition.fastica_._logcosh", | |
| 90 "sklearn.decomposition.fastica_._sym_decorrelation", "sklearn.decomposition.fastica_.fastica", | |
| 91 "sklearn.decomposition.fastica_.string_types", "sklearn.decomposition.incremental_pca.IncrementalPCA", | |
| 92 "sklearn.decomposition.kernel_pca.KernelPCA", "sklearn.decomposition.nmf.EPSILON", | |
| 93 "sklearn.decomposition.nmf.INTEGER_TYPES", "sklearn.decomposition.nmf.NMF", | |
| 94 "sklearn.decomposition.nmf._beta_divergence", "sklearn.decomposition.nmf._beta_loss_to_float", | |
| 95 "sklearn.decomposition.nmf._check_init", "sklearn.decomposition.nmf._check_string_param", | |
| 96 "sklearn.decomposition.nmf._compute_regularization", "sklearn.decomposition.nmf._fit_coordinate_descent", | |
| 97 "sklearn.decomposition.nmf._fit_multiplicative_update", "sklearn.decomposition.nmf._initialize_nmf", | |
| 98 "sklearn.decomposition.nmf._multiplicative_update_h", "sklearn.decomposition.nmf._multiplicative_update_w", | |
| 99 "sklearn.decomposition.nmf._special_sparse_dot", "sklearn.decomposition.nmf._update_coordinate_descent", | |
| 100 "sklearn.decomposition.nmf.non_negative_factorization", "sklearn.decomposition.nmf.norm", | |
| 101 "sklearn.decomposition.nmf.trace_dot", "sklearn.decomposition.non_negative_factorization", | |
| 102 "sklearn.decomposition.online_lda.EPS", "sklearn.decomposition.online_lda.LatentDirichletAllocation", | |
| 103 "sklearn.decomposition.online_lda._update_doc_distribution", "sklearn.decomposition.online_lda.gammaln", | |
| 104 "sklearn.decomposition.pca.PCA", "sklearn.decomposition.pca.RandomizedPCA", | |
| 105 "sklearn.decomposition.pca._assess_dimension_", "sklearn.decomposition.pca._infer_dimension_", | |
| 106 "sklearn.decomposition.pca.gammaln", "sklearn.decomposition.sparse_encode", | |
| 107 "sklearn.decomposition.sparse_pca.MiniBatchSparsePCA", "sklearn.decomposition.sparse_pca.SparsePCA", | |
| 108 "sklearn.decomposition.truncated_svd.TruncatedSVD", "sklearn.discriminant_analysis.LinearDiscriminantAnalysis", | |
| 109 "sklearn.discriminant_analysis.QuadraticDiscriminantAnalysis", "sklearn.discriminant_analysis._class_cov", | |
| 110 "sklearn.discriminant_analysis._class_means", "sklearn.discriminant_analysis._cov", | |
| 111 "sklearn.discriminant_analysis.string_types", "sklearn.ensemble.AdaBoostClassifier", | |
| 112 "sklearn.ensemble.AdaBoostRegressor", "sklearn.ensemble.BaggingClassifier", | |
| 113 "sklearn.ensemble.BaggingRegressor", "sklearn.ensemble.BaseEnsemble", | |
| 114 "sklearn.ensemble.ExtraTreesClassifier", "sklearn.ensemble.ExtraTreesRegressor", | |
| 115 "sklearn.ensemble.GradientBoostingClassifier", "sklearn.ensemble.GradientBoostingRegressor", | |
| 116 "sklearn.ensemble.IsolationForest", "sklearn.ensemble.RandomForestClassifier", | |
| 117 "sklearn.ensemble.RandomForestRegressor", "sklearn.ensemble.RandomTreesEmbedding", | |
| 118 "sklearn.ensemble.VotingClassifier", "sklearn.ensemble._gradient_boosting._partial_dependence_tree", | |
| 119 "sklearn.ensemble._gradient_boosting._predict_regression_tree_stages_sparse", "sklearn.ensemble._gradient_boosting._random_sample_mask", | |
| 120 "sklearn.ensemble._gradient_boosting.predict_stage", "sklearn.ensemble._gradient_boosting.predict_stages", | |
| 121 "sklearn.ensemble.bagging.BaggingClassifier", "sklearn.ensemble.bagging.BaggingRegressor", | |
| 122 "sklearn.ensemble.bagging.BaseBagging", "sklearn.ensemble.bagging.MAX_INT", | |
| 123 "sklearn.ensemble.bagging._generate_bagging_indices", "sklearn.ensemble.bagging._generate_indices", | |
| 124 "sklearn.ensemble.bagging._parallel_build_estimators", "sklearn.ensemble.bagging._parallel_decision_function", | |
| 125 "sklearn.ensemble.bagging._parallel_predict_log_proba", "sklearn.ensemble.bagging._parallel_predict_proba", | |
| 126 "sklearn.ensemble.bagging._parallel_predict_regression", "sklearn.ensemble.base.BaseEnsemble", | |
| 127 "sklearn.ensemble.base.MAX_RAND_SEED", "sklearn.ensemble.base._partition_estimators", | |
| 128 "sklearn.ensemble.base._set_random_states", "sklearn.ensemble.forest.BaseForest", | |
| 129 "sklearn.ensemble.forest.ExtraTreesClassifier", "sklearn.ensemble.forest.ExtraTreesRegressor", | |
| 130 "sklearn.ensemble.forest.ForestClassifier", "sklearn.ensemble.forest.ForestRegressor", | |
| 131 "sklearn.ensemble.forest.MAX_INT", "sklearn.ensemble.forest.RandomForestClassifier", | |
| 132 "sklearn.ensemble.forest.RandomForestRegressor", "sklearn.ensemble.forest.RandomTreesEmbedding", | |
| 133 "sklearn.ensemble.forest._generate_sample_indices", "sklearn.ensemble.forest._generate_unsampled_indices", | |
| 134 "sklearn.ensemble.forest._parallel_build_trees", "sklearn.ensemble.forest.accumulate_prediction", | |
| 135 "sklearn.ensemble.gradient_boosting.BaseGradientBoosting", "sklearn.ensemble.gradient_boosting.BinomialDeviance", | |
| 136 "sklearn.ensemble.gradient_boosting.ClassificationLossFunction", "sklearn.ensemble.gradient_boosting.ExponentialLoss", | |
| 137 "sklearn.ensemble.gradient_boosting.GradientBoostingClassifier", "sklearn.ensemble.gradient_boosting.GradientBoostingRegressor", | |
| 138 "sklearn.ensemble.gradient_boosting.HuberLossFunction", "sklearn.ensemble.gradient_boosting.INIT_ESTIMATORS", | |
| 139 "sklearn.ensemble.gradient_boosting.LOSS_FUNCTIONS", "sklearn.ensemble.gradient_boosting.LeastAbsoluteError", | |
| 140 "sklearn.ensemble.gradient_boosting.LeastSquaresError", "sklearn.ensemble.gradient_boosting.LogOddsEstimator", | |
| 141 "sklearn.ensemble.gradient_boosting.LossFunction", "sklearn.ensemble.gradient_boosting.MeanEstimator", | |
| 142 "sklearn.ensemble.gradient_boosting.MultinomialDeviance", "sklearn.ensemble.gradient_boosting.PriorProbabilityEstimator", | |
| 143 "sklearn.ensemble.gradient_boosting.QuantileEstimator", "sklearn.ensemble.gradient_boosting.QuantileLossFunction", | |
| 144 "sklearn.ensemble.gradient_boosting.RegressionLossFunction", "sklearn.ensemble.gradient_boosting.ScaledLogOddsEstimator", | |
| 145 "sklearn.ensemble.gradient_boosting.TREE_LEAF", "sklearn.ensemble.gradient_boosting.VerboseReporter", | |
| 146 "sklearn.ensemble.gradient_boosting.ZeroEstimator", "sklearn.ensemble.gradient_boosting.expit", | |
| 147 "sklearn.ensemble.iforest.INTEGER_TYPES", "sklearn.ensemble.iforest.IsolationForest", | |
| 148 "sklearn.ensemble.iforest._average_path_length", "sklearn.ensemble.iforest.euler_gamma", | |
| 149 "sklearn.ensemble.partial_dependence._grid_from_X", "sklearn.ensemble.partial_dependence.partial_dependence", | |
| 150 "sklearn.ensemble.partial_dependence.plot_partial_dependence", "sklearn.ensemble.voting_classifier.VotingClassifier", | |
| 151 "sklearn.ensemble.voting_classifier._parallel_fit_estimator", "sklearn.ensemble.weight_boosting.AdaBoostClassifier", | |
| 152 "sklearn.ensemble.weight_boosting.AdaBoostRegressor", "sklearn.ensemble.weight_boosting.BaseWeightBoosting", | |
| 153 "sklearn.ensemble.weight_boosting._samme_proba", "sklearn.ensemble.weight_boosting.inner1d", | |
| 154 "sklearn.feature_extraction.DictVectorizer", "sklearn.feature_extraction.FeatureHasher", | |
| 155 "sklearn.feature_extraction._hashing.transform", "sklearn.feature_extraction.dict_vectorizer.DictVectorizer", | |
| 156 "sklearn.feature_extraction.dict_vectorizer._tosequence", "sklearn.feature_extraction.grid_to_graph", | |
| 157 "sklearn.feature_extraction.hashing.FeatureHasher", "sklearn.feature_extraction.hashing._iteritems", | |
| 158 "sklearn.feature_extraction.image.PatchExtractor", "sklearn.feature_extraction.image._compute_gradient_3d", | |
| 159 "sklearn.feature_extraction.image._compute_n_patches", "sklearn.feature_extraction.image._make_edges_3d", | |
| 160 "sklearn.feature_extraction.image._mask_edges_weights", "sklearn.feature_extraction.image._to_graph", | |
| 161 "sklearn.feature_extraction.image.extract_patches", "sklearn.feature_extraction.image.extract_patches_2d", | |
| 162 "sklearn.feature_extraction.image.grid_to_graph", "sklearn.feature_extraction.image.img_to_graph", | |
| 163 "sklearn.feature_extraction.image.reconstruct_from_patches_2d", "sklearn.feature_extraction.img_to_graph", | |
| 164 "sklearn.feature_extraction.stop_words.ENGLISH_STOP_WORDS", "sklearn.feature_extraction.text.CountVectorizer", | |
| 165 "sklearn.feature_extraction.text.ENGLISH_STOP_WORDS", "sklearn.feature_extraction.text.HashingVectorizer", | |
| 166 "sklearn.feature_extraction.text.TfidfTransformer", "sklearn.feature_extraction.text.TfidfVectorizer", | |
| 167 "sklearn.feature_extraction.text.VectorizerMixin", "sklearn.feature_extraction.text._check_stop_list", | |
| 168 "sklearn.feature_extraction.text._document_frequency", "sklearn.feature_extraction.text._make_int_array", | |
| 169 "sklearn.feature_extraction.text.strip_accents_ascii", "sklearn.feature_extraction.text.strip_accents_unicode", | |
| 170 "sklearn.feature_extraction.text.strip_tags", "sklearn.feature_selection.GenericUnivariateSelect", | |
| 171 "sklearn.feature_selection.RFE", "sklearn.feature_selection.RFECV", | |
| 172 "sklearn.feature_selection.SelectFdr", "sklearn.feature_selection.SelectFpr", | |
| 173 "sklearn.feature_selection.SelectFromModel", "sklearn.feature_selection.SelectFwe", | |
| 174 "sklearn.feature_selection.SelectKBest", "sklearn.feature_selection.SelectPercentile", | |
| 175 "sklearn.feature_selection.VarianceThreshold", "sklearn.feature_selection.base.SelectorMixin", | |
| 176 "sklearn.feature_selection.chi2", "sklearn.feature_selection.f_classif", | |
| 177 "sklearn.feature_selection.f_oneway", "sklearn.feature_selection.f_regression", | |
| 178 "sklearn.feature_selection.from_model.SelectFromModel", "sklearn.feature_selection.from_model._calculate_threshold", | |
| 179 "sklearn.feature_selection.from_model._get_feature_importances", "sklearn.feature_selection.mutual_info_._compute_mi", | |
| 180 "sklearn.feature_selection.mutual_info_._compute_mi_cc", "sklearn.feature_selection.mutual_info_._compute_mi_cd", | |
| 181 "sklearn.feature_selection.mutual_info_._estimate_mi", "sklearn.feature_selection.mutual_info_._iterate_columns", | |
| 182 "sklearn.feature_selection.mutual_info_.digamma", "sklearn.feature_selection.mutual_info_.mutual_info_classif", | |
| 183 "sklearn.feature_selection.mutual_info_.mutual_info_regression", "sklearn.feature_selection.mutual_info_classif", | |
| 184 "sklearn.feature_selection.mutual_info_regression", "sklearn.feature_selection.rfe.RFE", | |
| 185 "sklearn.feature_selection.rfe.RFECV", "sklearn.feature_selection.rfe._rfe_single_fit", | |
| 186 "sklearn.feature_selection.univariate_selection.GenericUnivariateSelect", "sklearn.feature_selection.univariate_selection.SelectFdr", | |
| 187 "sklearn.feature_selection.univariate_selection.SelectFpr", "sklearn.feature_selection.univariate_selection.SelectFwe", | |
| 188 "sklearn.feature_selection.univariate_selection.SelectKBest", "sklearn.feature_selection.univariate_selection.SelectPercentile", | |
| 189 "sklearn.feature_selection.univariate_selection._BaseFilter", "sklearn.feature_selection.univariate_selection._chisquare", | |
| 190 "sklearn.feature_selection.univariate_selection._clean_nans", "sklearn.feature_selection.univariate_selection.chi2", | |
| 191 "sklearn.feature_selection.univariate_selection.f_classif", "sklearn.feature_selection.univariate_selection.f_oneway", | |
| 192 "sklearn.feature_selection.univariate_selection.f_regression", "sklearn.feature_selection.variance_threshold.VarianceThreshold", | |
| 193 "sklearn.gaussian_process.GaussianProcess", "sklearn.gaussian_process.GaussianProcessClassifier", | |
| 194 "sklearn.gaussian_process.GaussianProcessRegressor", "sklearn.gaussian_process.correlation_models.absolute_exponential", | |
| 195 "sklearn.gaussian_process.correlation_models.cubic", "sklearn.gaussian_process.correlation_models.generalized_exponential", | |
| 196 "sklearn.gaussian_process.correlation_models.linear", "sklearn.gaussian_process.correlation_models.pure_nugget", | |
| 197 "sklearn.gaussian_process.correlation_models.squared_exponential", "sklearn.gaussian_process.gaussian_process.GaussianProcess", | |
| 198 "sklearn.gaussian_process.gaussian_process.MACHINE_EPSILON", "sklearn.gaussian_process.gaussian_process.l1_cross_distances", | |
| 199 "sklearn.gaussian_process.gpc.COEFS", "sklearn.gaussian_process.gpc.GaussianProcessClassifier", | |
| 200 "sklearn.gaussian_process.gpc.LAMBDAS", "sklearn.gaussian_process.gpc._BinaryGaussianProcessClassifierLaplace", | |
| 201 "sklearn.gaussian_process.gpc.erf", "sklearn.gaussian_process.gpc.expit", | |
| 202 "sklearn.gaussian_process.gpr.GaussianProcessRegressor", "sklearn.gaussian_process.kernels.CompoundKernel", | |
| 203 "sklearn.gaussian_process.kernels.ConstantKernel", "sklearn.gaussian_process.kernels.DotProduct", | |
| 204 "sklearn.gaussian_process.kernels.ExpSineSquared", "sklearn.gaussian_process.kernels.Exponentiation", | |
| 205 "sklearn.gaussian_process.kernels.Hyperparameter", "sklearn.gaussian_process.kernels.Kernel", | |
| 206 "sklearn.gaussian_process.kernels.KernelOperator", "sklearn.gaussian_process.kernels.Matern", | |
| 207 "sklearn.gaussian_process.kernels.NormalizedKernelMixin", "sklearn.gaussian_process.kernels.PairwiseKernel", | |
| 208 "sklearn.gaussian_process.kernels.Product", "sklearn.gaussian_process.kernels.RBF", | |
| 209 "sklearn.gaussian_process.kernels.RationalQuadratic", "sklearn.gaussian_process.kernels.StationaryKernelMixin", | |
| 210 "sklearn.gaussian_process.kernels.Sum", "sklearn.gaussian_process.kernels.WhiteKernel", | |
| 211 "sklearn.gaussian_process.kernels._approx_fprime", "sklearn.gaussian_process.kernels._check_length_scale", | |
| 212 "sklearn.gaussian_process.kernels.gamma", "sklearn.gaussian_process.kernels.kv", | |
| 213 "sklearn.gaussian_process.regression_models.constant", "sklearn.gaussian_process.regression_models.linear", | |
| 214 "sklearn.gaussian_process.regression_models.quadratic", "sklearn.get_config", | |
| 215 "sklearn.isotonic.IsotonicRegression", "sklearn.isotonic.check_increasing", | |
| 216 "sklearn.isotonic.isotonic_regression", "sklearn.kernel_approximation.AdditiveChi2Sampler", | |
| 217 "sklearn.kernel_approximation.KERNEL_PARAMS", "sklearn.kernel_approximation.Nystroem", | |
| 218 "sklearn.kernel_approximation.RBFSampler", "sklearn.kernel_approximation.SkewedChi2Sampler", | |
| 219 "sklearn.kernel_ridge.KernelRidge", "sklearn.linear_model.ARDRegression", | |
| 220 "sklearn.linear_model.BayesianRidge", "sklearn.linear_model.ElasticNet", | |
| 221 "sklearn.linear_model.ElasticNetCV", "sklearn.linear_model.Hinge", | |
| 222 "sklearn.linear_model.Huber", "sklearn.linear_model.HuberRegressor", | |
| 223 "sklearn.linear_model.Lars", "sklearn.linear_model.LarsCV", | |
| 224 "sklearn.linear_model.Lasso", "sklearn.linear_model.LassoCV", | |
| 225 "sklearn.linear_model.LassoLars", "sklearn.linear_model.LassoLarsCV", | |
| 226 "sklearn.linear_model.LassoLarsIC", "sklearn.linear_model.LinearRegression", | |
| 227 "sklearn.linear_model.Log", "sklearn.linear_model.LogisticRegression", | |
| 228 "sklearn.linear_model.LogisticRegressionCV", "sklearn.linear_model.ModifiedHuber", | |
| 229 "sklearn.linear_model.MultiTaskElasticNet", "sklearn.linear_model.MultiTaskElasticNetCV", | |
| 230 "sklearn.linear_model.MultiTaskLasso", "sklearn.linear_model.MultiTaskLassoCV", | |
| 231 "sklearn.linear_model.OrthogonalMatchingPursuit", "sklearn.linear_model.OrthogonalMatchingPursuitCV", | |
| 232 "sklearn.linear_model.PassiveAggressiveClassifier", "sklearn.linear_model.PassiveAggressiveRegressor", | |
| 233 "sklearn.linear_model.Perceptron", "sklearn.linear_model.RANSACRegressor", | |
| 234 "sklearn.linear_model.RandomizedLasso", "sklearn.linear_model.RandomizedLogisticRegression", | |
| 235 "sklearn.linear_model.Ridge", "sklearn.linear_model.RidgeCV", | |
| 236 "sklearn.linear_model.RidgeClassifier", "sklearn.linear_model.RidgeClassifierCV", | |
| 237 "sklearn.linear_model.SGDClassifier", "sklearn.linear_model.SGDRegressor", | |
| 238 "sklearn.linear_model.SquaredLoss", "sklearn.linear_model.TheilSenRegressor", | |
| 239 "sklearn.linear_model.base.FLOAT_DTYPES", "sklearn.linear_model.base.LinearClassifierMixin", | |
| 240 "sklearn.linear_model.base.LinearModel", "sklearn.linear_model.base.LinearRegression", | |
| 241 "sklearn.linear_model.base.SPARSE_INTERCEPT_DECAY", "sklearn.linear_model.base.SparseCoefMixin", | |
| 242 "sklearn.linear_model.base._pre_fit", "sklearn.linear_model.base._preprocess_data", | |
| 243 "sklearn.linear_model.base._rescale_data", "sklearn.linear_model.base.center_data", | |
| 244 "sklearn.linear_model.base.make_dataset", "sklearn.linear_model.base.sparse_center_data", | |
| 245 "sklearn.linear_model.bayes.ARDRegression", "sklearn.linear_model.bayes.BayesianRidge", | |
| 246 "sklearn.linear_model.cd_fast.enet_coordinate_descent", "sklearn.linear_model.cd_fast.enet_coordinate_descent_gram", | |
| 247 "sklearn.linear_model.cd_fast.enet_coordinate_descent_multi_task", "sklearn.linear_model.cd_fast.sparse_enet_coordinate_descent", | |
| 248 "sklearn.linear_model.coordinate_descent.ElasticNet", "sklearn.linear_model.coordinate_descent.ElasticNetCV", | |
| 249 "sklearn.linear_model.coordinate_descent.Lasso", "sklearn.linear_model.coordinate_descent.LassoCV", | |
| 250 "sklearn.linear_model.coordinate_descent.LinearModelCV", "sklearn.linear_model.coordinate_descent.MultiTaskElasticNet", | |
| 251 "sklearn.linear_model.coordinate_descent.MultiTaskElasticNetCV", "sklearn.linear_model.coordinate_descent.MultiTaskLasso", | |
| 252 "sklearn.linear_model.coordinate_descent.MultiTaskLassoCV", "sklearn.linear_model.coordinate_descent._alpha_grid", | |
| 253 "sklearn.linear_model.coordinate_descent._path_residuals", "sklearn.linear_model.coordinate_descent.enet_path", | |
| 254 "sklearn.linear_model.coordinate_descent.lasso_path", "sklearn.linear_model.enet_path", | |
| 255 "sklearn.linear_model.huber.HuberRegressor", "sklearn.linear_model.huber._huber_loss_and_gradient", | |
| 256 "sklearn.linear_model.lars_path", "sklearn.linear_model.lasso_path", | |
| 257 "sklearn.linear_model.lasso_stability_path", "sklearn.linear_model.least_angle.Lars", | |
| 258 "sklearn.linear_model.least_angle.LarsCV", "sklearn.linear_model.least_angle.LassoLars", | |
| 259 "sklearn.linear_model.least_angle.LassoLarsCV", "sklearn.linear_model.least_angle.LassoLarsIC", | |
| 260 "sklearn.linear_model.least_angle._check_copy_and_writeable", "sklearn.linear_model.least_angle._lars_path_residues", | |
| 261 "sklearn.linear_model.least_angle.lars_path", "sklearn.linear_model.least_angle.solve_triangular_args", | |
| 262 "sklearn.linear_model.least_angle.string_types", "sklearn.linear_model.logistic.LogisticRegression", | |
| 263 "sklearn.linear_model.logistic.LogisticRegressionCV", "sklearn.linear_model.logistic.SCORERS", | |
| 264 "sklearn.linear_model.logistic._check_solver_option", "sklearn.linear_model.logistic._intercept_dot", | |
| 265 "sklearn.linear_model.logistic._log_reg_scoring_path", "sklearn.linear_model.logistic._logistic_grad_hess", | |
| 266 "sklearn.linear_model.logistic._logistic_loss", "sklearn.linear_model.logistic._logistic_loss_and_grad", | |
| 267 "sklearn.linear_model.logistic._multinomial_grad_hess", "sklearn.linear_model.logistic._multinomial_loss", | |
| 268 "sklearn.linear_model.logistic._multinomial_loss_grad", "sklearn.linear_model.logistic.expit", | |
| 269 "sklearn.linear_model.logistic.logistic_regression_path", "sklearn.linear_model.logistic_regression_path", | |
| 270 "sklearn.linear_model.omp.OrthogonalMatchingPursuit", "sklearn.linear_model.omp.OrthogonalMatchingPursuitCV", | |
| 271 "sklearn.linear_model.omp._cholesky_omp", "sklearn.linear_model.omp._gram_omp", | |
| 272 "sklearn.linear_model.omp._omp_path_residues", "sklearn.linear_model.omp.orthogonal_mp", | |
| 273 "sklearn.linear_model.omp.orthogonal_mp_gram", "sklearn.linear_model.omp.premature", | |
| 274 "sklearn.linear_model.omp.solve_triangular_args", "sklearn.linear_model.orthogonal_mp", | |
| 275 "sklearn.linear_model.orthogonal_mp_gram", "sklearn.linear_model.passive_aggressive.DEFAULT_EPSILON", | |
| 276 "sklearn.linear_model.passive_aggressive.PassiveAggressiveClassifier", "sklearn.linear_model.passive_aggressive.PassiveAggressiveRegressor", | |
| 277 "sklearn.linear_model.perceptron.Perceptron", "sklearn.linear_model.randomized_l1.BaseRandomizedLinearModel", | |
| 278 "sklearn.linear_model.randomized_l1.RandomizedLasso", "sklearn.linear_model.randomized_l1.RandomizedLogisticRegression", | |
| 279 "sklearn.linear_model.randomized_l1._lasso_stability_path", "sklearn.linear_model.randomized_l1._randomized_lasso", | |
| 280 "sklearn.linear_model.randomized_l1._randomized_logistic", "sklearn.linear_model.randomized_l1._resample_model", | |
| 281 "sklearn.linear_model.randomized_l1.lasso_stability_path", "sklearn.linear_model.ransac.RANSACRegressor", | |
| 282 "sklearn.linear_model.ransac._EPSILON", "sklearn.linear_model.ransac._dynamic_max_trials", | |
| 283 "sklearn.linear_model.ridge.Ridge", "sklearn.linear_model.ridge.RidgeCV", | |
| 284 "sklearn.linear_model.ridge.RidgeClassifier", "sklearn.linear_model.ridge.RidgeClassifierCV", | |
| 285 "sklearn.linear_model.ridge._BaseRidge", "sklearn.linear_model.ridge._BaseRidgeCV", | |
| 286 "sklearn.linear_model.ridge._RidgeGCV", "sklearn.linear_model.ridge._solve_cholesky", | |
| 287 "sklearn.linear_model.ridge._solve_cholesky_kernel", "sklearn.linear_model.ridge._solve_lsqr", | |
| 288 "sklearn.linear_model.ridge._solve_sparse_cg", "sklearn.linear_model.ridge._solve_svd", | |
| 289 "sklearn.linear_model.ridge.ridge_regression", "sklearn.linear_model.ridge_regression", | |
| 290 "sklearn.linear_model.sag.get_auto_step_size", "sklearn.linear_model.sag.sag", | |
| 291 "sklearn.linear_model.sag.sag_solver", "sklearn.linear_model.sag_fast.MultinomialLogLoss", | |
| 292 "sklearn.linear_model.sag_fast._multinomial_grad_loss_all_samples", "sklearn.linear_model.sag_fast.sag", | |
| 293 "sklearn.linear_model.sgd_fast.Classification", "sklearn.linear_model.sgd_fast.EpsilonInsensitive", | |
| 294 "sklearn.linear_model.sgd_fast.Hinge", "sklearn.linear_model.sgd_fast.Huber", | |
| 295 "sklearn.linear_model.sgd_fast.Log", "sklearn.linear_model.sgd_fast.LossFunction", | |
| 296 "sklearn.linear_model.sgd_fast.ModifiedHuber", "sklearn.linear_model.sgd_fast.Regression", | |
| 297 "sklearn.linear_model.sgd_fast.SquaredEpsilonInsensitive", "sklearn.linear_model.sgd_fast.SquaredHinge", | |
| 298 "sklearn.linear_model.sgd_fast.SquaredLoss", "sklearn.linear_model.sgd_fast._plain_sgd", | |
| 299 "sklearn.linear_model.sgd_fast.average_sgd", "sklearn.linear_model.sgd_fast.plain_sgd", | |
| 300 "sklearn.linear_model.stochastic_gradient.BaseSGD", "sklearn.linear_model.stochastic_gradient.BaseSGDClassifier", | |
| 301 "sklearn.linear_model.stochastic_gradient.BaseSGDRegressor", "sklearn.linear_model.stochastic_gradient.DEFAULT_EPSILON", | |
| 302 "sklearn.linear_model.stochastic_gradient.LEARNING_RATE_TYPES", "sklearn.linear_model.stochastic_gradient.PENALTY_TYPES", | |
| 303 "sklearn.linear_model.stochastic_gradient.SGDClassifier", "sklearn.linear_model.stochastic_gradient.SGDRegressor", | |
| 304 "sklearn.linear_model.stochastic_gradient._prepare_fit_binary", "sklearn.linear_model.stochastic_gradient.fit_binary", | |
| 305 "sklearn.linear_model.theil_sen.TheilSenRegressor", "sklearn.linear_model.theil_sen._EPSILON", | |
| 306 "sklearn.linear_model.theil_sen._breakdown_point", "sklearn.linear_model.theil_sen._lstsq", | |
| 307 "sklearn.linear_model.theil_sen._modified_weiszfeld_step", "sklearn.linear_model.theil_sen._spatial_median", | |
| 308 "sklearn.linear_model.theil_sen.binom", "sklearn.manifold.Isomap", | |
| 309 "sklearn.manifold.LocallyLinearEmbedding", "sklearn.manifold.MDS", | |
| 310 "sklearn.manifold.SpectralEmbedding", "sklearn.manifold.TSNE", | |
| 311 "sklearn.manifold._barnes_hut_tsne.gradient", "sklearn.manifold._utils._binary_search_perplexity", | |
| 312 "sklearn.manifold.isomap.Isomap", "sklearn.manifold.locally_linear.FLOAT_DTYPES", | |
| 313 "sklearn.manifold.locally_linear.LocallyLinearEmbedding", "sklearn.manifold.locally_linear.barycenter_kneighbors_graph", | |
| 314 "sklearn.manifold.locally_linear.barycenter_weights", "sklearn.manifold.locally_linear.locally_linear_embedding", | |
| 315 "sklearn.manifold.locally_linear.null_space", "sklearn.manifold.locally_linear_embedding", | |
| 316 "sklearn.manifold.mds.MDS", "sklearn.manifold.mds._smacof_single", | |
| 317 "sklearn.manifold.mds.smacof", "sklearn.manifold.smacof", | |
| 318 "sklearn.manifold.spectral_embedding", "sklearn.manifold.spectral_embedding_.SpectralEmbedding", | |
| 319 "sklearn.manifold.spectral_embedding_._graph_connected_component", "sklearn.manifold.spectral_embedding_._graph_is_connected", | |
| 320 "sklearn.manifold.spectral_embedding_._set_diag", "sklearn.manifold.spectral_embedding_.spectral_embedding", | |
| 321 "sklearn.manifold.t_sne.MACHINE_EPSILON", "sklearn.manifold.t_sne.TSNE", | |
| 322 "sklearn.manifold.t_sne._gradient_descent", "sklearn.manifold.t_sne._joint_probabilities", | |
| 323 "sklearn.manifold.t_sne._joint_probabilities_nn", "sklearn.manifold.t_sne._kl_divergence", | |
| 324 "sklearn.manifold.t_sne._kl_divergence_bh", "sklearn.manifold.t_sne.string_types", | |
| 325 "sklearn.manifold.t_sne.trustworthiness", "sklearn.metrics.SCORERS", | |
| 326 "sklearn.metrics.accuracy_score", "sklearn.metrics.adjusted_mutual_info_score", | |
| 327 "sklearn.metrics.adjusted_rand_score", "sklearn.metrics.auc", | |
| 328 "sklearn.metrics.average_precision_score", "sklearn.metrics.base._average_binary_score", | |
| 329 "sklearn.metrics.brier_score_loss", "sklearn.metrics.calinski_harabaz_score", | |
| 330 "sklearn.metrics.classification._check_binary_probabilistic_predictions", "sklearn.metrics.classification._check_targets", | |
| 331 "sklearn.metrics.classification._prf_divide", "sklearn.metrics.classification._weighted_sum", | |
| 332 "sklearn.metrics.classification.accuracy_score", "sklearn.metrics.classification.brier_score_loss", | |
| 333 "sklearn.metrics.classification.classification_report", "sklearn.metrics.classification.cohen_kappa_score", | |
| 334 "sklearn.metrics.classification.confusion_matrix", "sklearn.metrics.classification.f1_score", | |
| 335 "sklearn.metrics.classification.fbeta_score", "sklearn.metrics.classification.hamming_loss", | |
| 336 "sklearn.metrics.classification.hinge_loss", "sklearn.metrics.classification.jaccard_similarity_score", | |
| 337 "sklearn.metrics.classification.log_loss", "sklearn.metrics.classification.matthews_corrcoef", | |
| 338 "sklearn.metrics.classification.precision_recall_fscore_support", "sklearn.metrics.classification.precision_score", | |
| 339 "sklearn.metrics.classification.recall_score", "sklearn.metrics.classification.zero_one_loss", | |
| 340 "sklearn.metrics.classification_report", "sklearn.metrics.cluster.adjusted_mutual_info_score", | |
| 341 "sklearn.metrics.cluster.adjusted_rand_score", "sklearn.metrics.cluster.bicluster._check_rows_and_columns", | |
| 342 "sklearn.metrics.cluster.bicluster._jaccard", "sklearn.metrics.cluster.bicluster._pairwise_similarity", | |
| 343 "sklearn.metrics.cluster.bicluster.consensus_score", "sklearn.metrics.cluster.calinski_harabaz_score", | |
| 344 "sklearn.metrics.cluster.completeness_score", "sklearn.metrics.cluster.consensus_score", | |
| 345 "sklearn.metrics.cluster.contingency_matrix", "sklearn.metrics.cluster.entropy", | |
| 346 "sklearn.metrics.cluster.expected_mutual_info_fast.expected_mutual_information", "sklearn.metrics.cluster.expected_mutual_info_fast.gammaln", | |
| 347 "sklearn.metrics.cluster.expected_mutual_information", "sklearn.metrics.cluster.fowlkes_mallows_score", | |
| 348 "sklearn.metrics.cluster.homogeneity_completeness_v_measure", "sklearn.metrics.cluster.homogeneity_score", | |
| 349 "sklearn.metrics.cluster.mutual_info_score", "sklearn.metrics.cluster.normalized_mutual_info_score", | |
| 350 "sklearn.metrics.cluster.silhouette_samples", "sklearn.metrics.cluster.silhouette_score", | |
| 351 "sklearn.metrics.cluster.supervised.adjusted_mutual_info_score", "sklearn.metrics.cluster.supervised.adjusted_rand_score", | |
| 352 "sklearn.metrics.cluster.supervised.check_clusterings", "sklearn.metrics.cluster.supervised.comb2", | |
| 353 "sklearn.metrics.cluster.supervised.completeness_score", "sklearn.metrics.cluster.supervised.contingency_matrix", | |
| 354 "sklearn.metrics.cluster.supervised.entropy", "sklearn.metrics.cluster.supervised.fowlkes_mallows_score", | |
| 355 "sklearn.metrics.cluster.supervised.homogeneity_completeness_v_measure", "sklearn.metrics.cluster.supervised.homogeneity_score", | |
| 356 "sklearn.metrics.cluster.supervised.mutual_info_score", "sklearn.metrics.cluster.supervised.normalized_mutual_info_score", | |
| 357 "sklearn.metrics.cluster.supervised.v_measure_score", "sklearn.metrics.cluster.unsupervised.calinski_harabaz_score", | |
| 358 "sklearn.metrics.cluster.unsupervised.check_number_of_labels", "sklearn.metrics.cluster.unsupervised.silhouette_samples", | |
| 359 "sklearn.metrics.cluster.unsupervised.silhouette_score", "sklearn.metrics.cluster.v_measure_score", | |
| 360 "sklearn.metrics.cohen_kappa_score", "sklearn.metrics.completeness_score", | |
| 361 "sklearn.metrics.confusion_matrix", "sklearn.metrics.consensus_score", | |
| 362 "sklearn.metrics.coverage_error", "sklearn.metrics.euclidean_distances", | |
| 363 "sklearn.metrics.explained_variance_score", "sklearn.metrics.f1_score", | |
| 364 "sklearn.metrics.fbeta_score", "sklearn.metrics.fowlkes_mallows_score", | |
| 365 "sklearn.metrics.get_scorer", "sklearn.metrics.hamming_loss", | |
| 366 "sklearn.metrics.hinge_loss", "sklearn.metrics.homogeneity_completeness_v_measure", | |
| 367 "sklearn.metrics.homogeneity_score", "sklearn.metrics.jaccard_similarity_score", | |
| 368 "sklearn.metrics.label_ranking_average_precision_score", "sklearn.metrics.label_ranking_loss", | |
| 369 "sklearn.metrics.log_loss", "sklearn.metrics.make_scorer", | |
| 370 "sklearn.metrics.matthews_corrcoef", "sklearn.metrics.mean_absolute_error", | |
| 371 "sklearn.metrics.mean_squared_error", "sklearn.metrics.mean_squared_log_error", | |
| 372 "sklearn.metrics.median_absolute_error", "sklearn.metrics.mutual_info_score", | |
| 373 "sklearn.metrics.normalized_mutual_info_score", "sklearn.metrics.pairwise.KERNEL_PARAMS", | |
| 374 "sklearn.metrics.pairwise.PAIRED_DISTANCES", "sklearn.metrics.pairwise.PAIRWISE_BOOLEAN_FUNCTIONS", | |
| 375 "sklearn.metrics.pairwise.PAIRWISE_DISTANCE_FUNCTIONS", "sklearn.metrics.pairwise.PAIRWISE_KERNEL_FUNCTIONS", | |
| 376 "sklearn.metrics.pairwise._VALID_METRICS", "sklearn.metrics.pairwise._chi2_kernel_fast", | |
| 377 "sklearn.metrics.pairwise._pairwise_callable", "sklearn.metrics.pairwise._parallel_pairwise", | |
| 378 "sklearn.metrics.pairwise._return_float_dtype", "sklearn.metrics.pairwise._sparse_manhattan", | |
| 379 "sklearn.metrics.pairwise.additive_chi2_kernel", "sklearn.metrics.pairwise.check_paired_arrays", | |
| 380 "sklearn.metrics.pairwise.check_pairwise_arrays", "sklearn.metrics.pairwise.chi2_kernel", | |
| 381 "sklearn.metrics.pairwise.cosine_distances", "sklearn.metrics.pairwise.cosine_similarity", | |
| 382 "sklearn.metrics.pairwise.distance_metrics", "sklearn.metrics.pairwise.euclidean_distances", | |
| 383 "sklearn.metrics.pairwise.kernel_metrics", "sklearn.metrics.pairwise.laplacian_kernel", | |
| 384 "sklearn.metrics.pairwise.linear_kernel", "sklearn.metrics.pairwise.manhattan_distances", | |
| 385 "sklearn.metrics.pairwise.paired_cosine_distances", "sklearn.metrics.pairwise.paired_distances", | |
| 386 "sklearn.metrics.pairwise.paired_euclidean_distances", "sklearn.metrics.pairwise.paired_manhattan_distances", | |
| 387 "sklearn.metrics.pairwise.pairwise_distances", "sklearn.metrics.pairwise.pairwise_distances_argmin", | |
| 388 "sklearn.metrics.pairwise.pairwise_distances_argmin_min", "sklearn.metrics.pairwise.pairwise_kernels", | |
| 389 "sklearn.metrics.pairwise.polynomial_kernel", "sklearn.metrics.pairwise.rbf_kernel", | |
| 390 "sklearn.metrics.pairwise.sigmoid_kernel", "sklearn.metrics.pairwise_distances", | |
| 391 "sklearn.metrics.pairwise_distances_argmin", "sklearn.metrics.pairwise_distances_argmin_min", | |
| 392 "sklearn.metrics.pairwise_fast._chi2_kernel_fast", "sklearn.metrics.pairwise_fast._sparse_manhattan", | |
| 393 "sklearn.metrics.pairwise_kernels", "sklearn.metrics.precision_recall_curve", | |
| 394 "sklearn.metrics.precision_recall_fscore_support", "sklearn.metrics.precision_score", | |
| 395 "sklearn.metrics.r2_score", "sklearn.metrics.ranking._binary_clf_curve", | |
| 396 "sklearn.metrics.ranking.auc", "sklearn.metrics.ranking.average_precision_score", | |
| 397 "sklearn.metrics.ranking.coverage_error", "sklearn.metrics.ranking.label_ranking_average_precision_score", | |
| 398 "sklearn.metrics.ranking.label_ranking_loss", "sklearn.metrics.ranking.precision_recall_curve", | |
| 399 "sklearn.metrics.ranking.roc_auc_score", "sklearn.metrics.ranking.roc_curve", | |
| 400 "sklearn.metrics.recall_score", "sklearn.metrics.regression._check_reg_targets", | |
| 401 "sklearn.metrics.regression.explained_variance_score", "sklearn.metrics.regression.mean_absolute_error", | |
| 402 "sklearn.metrics.regression.mean_squared_error", "sklearn.metrics.regression.mean_squared_log_error", | |
| 403 "sklearn.metrics.regression.median_absolute_error", "sklearn.metrics.regression.r2_score", | |
| 404 "sklearn.metrics.regression.string_types", "sklearn.metrics.roc_auc_score", | |
| 405 "sklearn.metrics.roc_curve", "sklearn.metrics.scorer.SCORERS", | |
| 406 "sklearn.metrics.scorer._BaseScorer", "sklearn.metrics.scorer._PredictScorer", | |
| 407 "sklearn.metrics.scorer._ProbaScorer", "sklearn.metrics.scorer._ThresholdScorer", | |
| 408 "sklearn.metrics.scorer._check_multimetric_scoring", "sklearn.metrics.scorer._passthrough_scorer", | |
| 409 "sklearn.metrics.scorer.accuracy_scorer", "sklearn.metrics.scorer.adjusted_mutual_info_scorer", | |
| 410 "sklearn.metrics.scorer.adjusted_rand_scorer", "sklearn.metrics.scorer.average", | |
| 411 "sklearn.metrics.scorer.average_precision_scorer", "sklearn.metrics.scorer.check_scoring", | |
| 412 "sklearn.metrics.scorer.completeness_scorer", "sklearn.metrics.scorer.deprecation_msg", | |
| 413 "sklearn.metrics.scorer.explained_variance_scorer", "sklearn.metrics.scorer.f1_scorer", | |
| 414 "sklearn.metrics.scorer.fowlkes_mallows_scorer", "sklearn.metrics.scorer.get_scorer", | |
| 415 "sklearn.metrics.scorer.homogeneity_scorer", "sklearn.metrics.scorer.log_loss_scorer", | |
| 416 "sklearn.metrics.scorer.make_scorer", "sklearn.metrics.scorer.mean_absolute_error_scorer", | |
| 417 "sklearn.metrics.scorer.mean_squared_error_scorer", "sklearn.metrics.scorer.median_absolute_error_scorer", | |
| 418 "sklearn.metrics.scorer.mutual_info_scorer", "sklearn.metrics.scorer.name", | |
| 419 "sklearn.metrics.scorer.neg_log_loss_scorer", "sklearn.metrics.scorer.neg_mean_absolute_error_scorer", | |
| 420 "sklearn.metrics.scorer.neg_mean_squared_error_scorer", "sklearn.metrics.scorer.neg_mean_squared_log_error_scorer", | |
| 421 "sklearn.metrics.scorer.neg_median_absolute_error_scorer", "sklearn.metrics.scorer.normalized_mutual_info_scorer", | |
| 422 "sklearn.metrics.scorer.precision_scorer", "sklearn.metrics.scorer.qualified_name", | |
| 423 "sklearn.metrics.scorer.r2_scorer", "sklearn.metrics.scorer.recall_scorer", | |
| 424 "sklearn.metrics.scorer.roc_auc_scorer", "sklearn.metrics.scorer.v_measure_scorer", | |
| 425 "sklearn.metrics.silhouette_samples", "sklearn.metrics.silhouette_score", | |
| 426 "sklearn.metrics.v_measure_score", "sklearn.metrics.zero_one_loss", | |
| 427 "sklearn.model_selection.BaseCrossValidator", "sklearn.model_selection.GridSearchCV", | |
| 428 "sklearn.model_selection.GroupKFold", "sklearn.model_selection.GroupShuffleSplit", | |
| 429 "sklearn.model_selection.KFold", "sklearn.model_selection.LeaveOneGroupOut", | |
| 430 "sklearn.model_selection.LeaveOneOut", "sklearn.model_selection.LeavePGroupsOut", | |
| 431 "sklearn.model_selection.LeavePOut", "sklearn.model_selection.ParameterGrid", | |
| 432 "sklearn.model_selection.ParameterSampler", "sklearn.model_selection.PredefinedSplit", | |
| 433 "sklearn.model_selection.RandomizedSearchCV", "sklearn.model_selection.RepeatedKFold", | |
| 434 "sklearn.model_selection.RepeatedStratifiedKFold", "sklearn.model_selection.ShuffleSplit", | |
| 435 "sklearn.model_selection.StratifiedKFold", "sklearn.model_selection.StratifiedShuffleSplit", | |
| 436 "sklearn.model_selection.TimeSeriesSplit", "sklearn.model_selection._search.BaseSearchCV", | |
| 437 "sklearn.model_selection._search.GridSearchCV", "sklearn.model_selection._search.ParameterGrid", | |
| 438 "sklearn.model_selection._search.ParameterSampler", "sklearn.model_selection._search.RandomizedSearchCV", | |
| 439 "sklearn.model_selection._search._CVScoreTuple", "sklearn.model_selection._search._check_param_grid", | |
| 440 "sklearn.model_selection._search.fit_grid_point", "sklearn.model_selection._search.sp_version", | |
| 441 "sklearn.model_selection._split.BaseCrossValidator", "sklearn.model_selection._split.BaseShuffleSplit", | |
| 442 "sklearn.model_selection._split.GroupKFold", "sklearn.model_selection._split.GroupShuffleSplit", | |
| 443 "sklearn.model_selection._split.KFold", "sklearn.model_selection._split.LeaveOneGroupOut", | |
| 444 "sklearn.model_selection._split.LeaveOneOut", "sklearn.model_selection._split.LeavePGroupsOut", | |
| 445 "sklearn.model_selection._split.LeavePOut", "sklearn.model_selection._split.PredefinedSplit", | |
| 446 "sklearn.model_selection._split.RepeatedKFold", "sklearn.model_selection._split.RepeatedStratifiedKFold", | |
| 447 "sklearn.model_selection._split.ShuffleSplit", "sklearn.model_selection._split.StratifiedKFold", | |
| 448 "sklearn.model_selection._split.StratifiedShuffleSplit", "sklearn.model_selection._split.TimeSeriesSplit", | |
| 449 "sklearn.model_selection._split._BaseKFold", "sklearn.model_selection._split._CVIterableWrapper", | |
| 450 "sklearn.model_selection._split._RepeatedSplits", "sklearn.model_selection._split._approximate_mode", | |
| 451 "sklearn.model_selection._split._build_repr", "sklearn.model_selection._split._validate_shuffle_split", | |
| 452 "sklearn.model_selection._split._validate_shuffle_split_init", "sklearn.model_selection._split.check_cv", | |
| 453 "sklearn.model_selection._split.train_test_split", "sklearn.model_selection._validation._aggregate_score_dicts", | |
| 454 "sklearn.model_selection._validation._check_is_permutation", "sklearn.model_selection._validation._fit_and_predict", | |
| 455 "sklearn.model_selection._validation._fit_and_score", "sklearn.model_selection._validation._incremental_fit_estimator", | |
| 456 "sklearn.model_selection._validation._index_param_value", "sklearn.model_selection._validation._multimetric_score", | |
| 457 "sklearn.model_selection._validation._permutation_test_score", "sklearn.model_selection._validation._score", | |
| 458 "sklearn.model_selection._validation._shuffle", "sklearn.model_selection._validation._translate_train_sizes", | |
| 459 "sklearn.model_selection._validation.cross_val_predict", "sklearn.model_selection._validation.cross_val_score", | |
| 460 "sklearn.model_selection._validation.cross_validate", "sklearn.model_selection._validation.learning_curve", | |
| 461 "sklearn.model_selection._validation.permutation_test_score", "sklearn.model_selection._validation.validation_curve", | |
| 462 "sklearn.model_selection.check_cv", "sklearn.model_selection.cross_val_predict", | |
| 463 "sklearn.model_selection.cross_val_score", "sklearn.model_selection.cross_validate", | |
| 464 "sklearn.model_selection.fit_grid_point", "sklearn.model_selection.learning_curve", | |
| 465 "sklearn.model_selection.permutation_test_score", "sklearn.model_selection.train_test_split", | |
| 466 "sklearn.model_selection.validation_curve", "sklearn.multiclass.OneVsOneClassifier", | |
| 467 "sklearn.multiclass.OneVsRestClassifier", "sklearn.multiclass.OutputCodeClassifier", | |
| 468 "sklearn.multiclass._ConstantPredictor", "sklearn.multiclass._check_estimator", | |
| 469 "sklearn.multiclass._fit_binary", "sklearn.multiclass._fit_ovo_binary", | |
| 470 "sklearn.multiclass._partial_fit_binary", "sklearn.multiclass._partial_fit_ovo_binary", | |
| 471 "sklearn.multiclass._predict_binary", "sklearn.naive_bayes.BaseDiscreteNB", | |
| 472 "sklearn.naive_bayes.BaseNB", "sklearn.naive_bayes.BernoulliNB", | |
| 473 "sklearn.naive_bayes.GaussianNB", "sklearn.naive_bayes.MultinomialNB", | |
| 474 "sklearn.naive_bayes._ALPHA_MIN", "sklearn.neighbors.BallTree", | |
| 475 "sklearn.neighbors.DistanceMetric", "sklearn.neighbors.KDTree", | |
| 476 "sklearn.neighbors.KNeighborsClassifier", "sklearn.neighbors.KNeighborsRegressor", | |
| 477 "sklearn.neighbors.KernelDensity", "sklearn.neighbors.LSHForest", | |
| 478 "sklearn.neighbors.LocalOutlierFactor", "sklearn.neighbors.NearestCentroid", | |
| 479 "sklearn.neighbors.NearestNeighbors", "sklearn.neighbors.RadiusNeighborsClassifier", | |
| 480 "sklearn.neighbors.RadiusNeighborsRegressor", "sklearn.neighbors.approximate.GaussianRandomProjectionHash", | |
| 481 "sklearn.neighbors.approximate.HASH_DTYPE", "sklearn.neighbors.approximate.LSHForest", | |
| 482 "sklearn.neighbors.approximate.MAX_HASH_SIZE", "sklearn.neighbors.approximate.ProjectionToHashMixin", | |
| 483 "sklearn.neighbors.approximate._array_of_arrays", "sklearn.neighbors.approximate._find_longest_prefix_match", | |
| 484 "sklearn.neighbors.approximate._find_matching_indices", "sklearn.neighbors.ball_tree.BallTree", | |
| 485 "sklearn.neighbors.ball_tree.BinaryTree", "sklearn.neighbors.ball_tree.CLASS_DOC", | |
| 486 "sklearn.neighbors.ball_tree.DOC_DICT", "sklearn.neighbors.ball_tree.NeighborsHeap", | |
| 487 "sklearn.neighbors.ball_tree.NodeData", "sklearn.neighbors.ball_tree.NodeHeap", | |
| 488 "sklearn.neighbors.ball_tree.NodeHeapData", "sklearn.neighbors.ball_tree.VALID_METRICS", | |
| 489 "sklearn.neighbors.ball_tree.VALID_METRIC_IDS", "sklearn.neighbors.ball_tree.kernel_norm", | |
| 490 "sklearn.neighbors.ball_tree.load_heap", "sklearn.neighbors.ball_tree.newObj", | |
| 491 "sklearn.neighbors.ball_tree.nodeheap_sort", "sklearn.neighbors.ball_tree.offsets", | |
| 492 "sklearn.neighbors.ball_tree.simultaneous_sort", "sklearn.neighbors.base.KNeighborsMixin", | |
| 493 "sklearn.neighbors.base.NeighborsBase", "sklearn.neighbors.base.PAIRWISE_DISTANCE_FUNCTIONS", | |
| 494 "sklearn.neighbors.base.RadiusNeighborsMixin", "sklearn.neighbors.base.SupervisedFloatMixin", | |
| 495 "sklearn.neighbors.base.SupervisedIntegerMixin", "sklearn.neighbors.base.UnsupervisedMixin", | |
| 496 "sklearn.neighbors.base.VALID_METRICS", "sklearn.neighbors.base.VALID_METRICS_SPARSE", | |
| 497 "sklearn.neighbors.base._check_weights", "sklearn.neighbors.base._get_weights", | |
| 498 "sklearn.neighbors.classification.KNeighborsClassifier", "sklearn.neighbors.classification.RadiusNeighborsClassifier", | |
| 499 "sklearn.neighbors.dist_metrics.BrayCurtisDistance", "sklearn.neighbors.dist_metrics.CanberraDistance", | |
| 500 "sklearn.neighbors.dist_metrics.ChebyshevDistance", "sklearn.neighbors.dist_metrics.DiceDistance", | |
| 501 "sklearn.neighbors.dist_metrics.DistanceMetric", "sklearn.neighbors.dist_metrics.EuclideanDistance", | |
| 502 "sklearn.neighbors.dist_metrics.HammingDistance", "sklearn.neighbors.dist_metrics.HaversineDistance", | |
| 503 "sklearn.neighbors.dist_metrics.JaccardDistance", "sklearn.neighbors.dist_metrics.KulsinskiDistance", | |
| 504 "sklearn.neighbors.dist_metrics.METRIC_MAPPING", "sklearn.neighbors.dist_metrics.MahalanobisDistance", | |
| 505 "sklearn.neighbors.dist_metrics.ManhattanDistance", "sklearn.neighbors.dist_metrics.MatchingDistance", | |
| 506 "sklearn.neighbors.dist_metrics.MinkowskiDistance", "sklearn.neighbors.dist_metrics.PyFuncDistance", | |
| 507 "sklearn.neighbors.dist_metrics.RogersTanimotoDistance", "sklearn.neighbors.dist_metrics.RussellRaoDistance", | |
| 508 "sklearn.neighbors.dist_metrics.SEuclideanDistance", "sklearn.neighbors.dist_metrics.SokalMichenerDistance", | |
| 509 "sklearn.neighbors.dist_metrics.SokalSneathDistance", "sklearn.neighbors.dist_metrics.WMinkowskiDistance", | |
| 510 "sklearn.neighbors.dist_metrics.get_valid_metric_ids", "sklearn.neighbors.dist_metrics.newObj", | |
| 511 "sklearn.neighbors.graph._check_params", "sklearn.neighbors.graph._query_include_self", | |
| 512 "sklearn.neighbors.graph.kneighbors_graph", "sklearn.neighbors.graph.radius_neighbors_graph", | |
| 513 "sklearn.neighbors.kd_tree.BinaryTree", "sklearn.neighbors.kd_tree.CLASS_DOC", | |
| 514 "sklearn.neighbors.kd_tree.DOC_DICT", "sklearn.neighbors.kd_tree.KDTree", | |
| 515 "sklearn.neighbors.kd_tree.NeighborsHeap", "sklearn.neighbors.kd_tree.NodeData", | |
| 516 "sklearn.neighbors.kd_tree.NodeHeap", "sklearn.neighbors.kd_tree.NodeHeapData", | |
| 517 "sklearn.neighbors.kd_tree.VALID_METRICS", "sklearn.neighbors.kd_tree.VALID_METRIC_IDS", | |
| 518 "sklearn.neighbors.kd_tree.kernel_norm", "sklearn.neighbors.kd_tree.load_heap", | |
| 519 "sklearn.neighbors.kd_tree.newObj", "sklearn.neighbors.kd_tree.nodeheap_sort", | |
| 520 "sklearn.neighbors.kd_tree.offsets", "sklearn.neighbors.kd_tree.simultaneous_sort", | |
| 521 "sklearn.neighbors.kde.KernelDensity", "sklearn.neighbors.kde.TREE_DICT", | |
| 522 "sklearn.neighbors.kde.VALID_KERNELS", "sklearn.neighbors.kde.gammainc", | |
| 523 "sklearn.neighbors.kneighbors_graph", "sklearn.neighbors.lof.LocalOutlierFactor", | |
| 524 "sklearn.neighbors.nearest_centroid.NearestCentroid", "sklearn.neighbors.quad_tree.CELL_DTYPE", | |
| 525 "sklearn.neighbors.quad_tree._QuadTree", "sklearn.neighbors.radius_neighbors_graph", | |
| 526 "sklearn.neighbors.regression.KNeighborsRegressor", "sklearn.neighbors.regression.RadiusNeighborsRegressor", | |
| 527 "sklearn.neighbors.unsupervised.NearestNeighbors", "sklearn.pipeline.FeatureUnion", | |
| 528 "sklearn.pipeline.Pipeline", "sklearn.pipeline._fit_one_transformer", | |
| 529 "sklearn.pipeline._fit_transform_one", "sklearn.pipeline._name_estimators", | |
| 530 "sklearn.pipeline._transform_one", "sklearn.pipeline.make_pipeline", | |
| 531 "sklearn.pipeline.make_union", "sklearn.preprocessing.Binarizer", | |
| 532 "sklearn.preprocessing.FunctionTransformer", "sklearn.preprocessing.Imputer", | |
| 533 "sklearn.preprocessing.KernelCenterer", "sklearn.preprocessing.LabelBinarizer", | |
| 534 "sklearn.preprocessing.LabelEncoder", "sklearn.preprocessing.MaxAbsScaler", | |
| 535 "sklearn.preprocessing.MinMaxScaler", "sklearn.preprocessing.MultiLabelBinarizer", | |
| 536 "sklearn.preprocessing.Normalizer", "sklearn.preprocessing.OneHotEncoder", | |
| 537 "sklearn.preprocessing.PolynomialFeatures", "sklearn.preprocessing.QuantileTransformer", | |
| 538 "sklearn.preprocessing.RobustScaler", "sklearn.preprocessing.StandardScaler", | |
| 539 "sklearn.preprocessing._function_transformer.FunctionTransformer", "sklearn.preprocessing._function_transformer._identity", | |
| 540 "sklearn.preprocessing._function_transformer.string_types", "sklearn.preprocessing.add_dummy_feature", | |
| 541 "sklearn.preprocessing.binarize", "sklearn.preprocessing.data.BOUNDS_THRESHOLD", | |
| 542 "sklearn.preprocessing.data.Binarizer", "sklearn.preprocessing.data.FLOAT_DTYPES", | |
| 543 "sklearn.preprocessing.data.KernelCenterer", "sklearn.preprocessing.data.MaxAbsScaler", | |
| 544 "sklearn.preprocessing.data.MinMaxScaler", "sklearn.preprocessing.data.Normalizer", | |
| 545 "sklearn.preprocessing.data.OneHotEncoder", "sklearn.preprocessing.data.PolynomialFeatures", | |
| 546 "sklearn.preprocessing.data.QuantileTransformer", "sklearn.preprocessing.data.RobustScaler", | |
| 547 "sklearn.preprocessing.data.StandardScaler", "sklearn.preprocessing.data._handle_zeros_in_scale", | |
| 548 "sklearn.preprocessing.data._transform_selected", "sklearn.preprocessing.data.add_dummy_feature", | |
| 549 "sklearn.preprocessing.data.binarize", "sklearn.preprocessing.data.maxabs_scale", | |
| 550 "sklearn.preprocessing.data.minmax_scale", "sklearn.preprocessing.data.normalize", | |
| 551 "sklearn.preprocessing.data.quantile_transform", "sklearn.preprocessing.data.robust_scale", | |
| 552 "sklearn.preprocessing.data.scale", "sklearn.preprocessing.data.string_types", | |
| 553 "sklearn.preprocessing.imputation.FLOAT_DTYPES", "sklearn.preprocessing.imputation.Imputer", | |
| 554 "sklearn.preprocessing.imputation._get_mask", "sklearn.preprocessing.imputation._most_frequent", | |
| 555 "sklearn.preprocessing.label.LabelBinarizer", "sklearn.preprocessing.label.LabelEncoder", | |
| 556 "sklearn.preprocessing.label.MultiLabelBinarizer", "sklearn.preprocessing.label._inverse_binarize_multiclass", | |
| 557 "sklearn.preprocessing.label._inverse_binarize_thresholding", "sklearn.preprocessing.label.label_binarize", | |
| 558 "sklearn.preprocessing.label_binarize", "sklearn.preprocessing.maxabs_scale", | |
| 559 "sklearn.preprocessing.minmax_scale", "sklearn.preprocessing.normalize", | |
| 560 "sklearn.preprocessing.quantile_transform", "sklearn.preprocessing.robust_scale", | |
| 561 "sklearn.preprocessing.scale", "sklearn.random_projection.BaseRandomProjection", | |
| 562 "sklearn.random_projection.GaussianRandomProjection", "sklearn.random_projection.SparseRandomProjection", | |
| 563 "sklearn.random_projection._check_density", "sklearn.random_projection._check_input_size", | |
| 564 "sklearn.random_projection.gaussian_random_matrix", "sklearn.random_projection.johnson_lindenstrauss_min_dim", | |
| 565 "sklearn.random_projection.sparse_random_matrix", "sklearn.set_config", | |
| 566 "sklearn.setup_module", "sklearn.svm.LinearSVC", | |
| 567 "sklearn.svm.LinearSVR", "sklearn.svm.NuSVC", | |
| 568 "sklearn.svm.NuSVR", "sklearn.svm.OneClassSVM", | |
| 569 "sklearn.svm.SVC", "sklearn.svm.SVR", | |
| 570 "sklearn.svm.base.BaseLibSVM", "sklearn.svm.base.BaseSVC", | |
| 571 "sklearn.svm.base.LIBSVM_IMPL", "sklearn.svm.base._fit_liblinear", | |
| 572 "sklearn.svm.base._get_liblinear_solver_type", "sklearn.svm.base._one_vs_one_coef", | |
| 573 "sklearn.svm.bounds.l1_min_c", "sklearn.svm.classes.LinearSVC", | |
| 574 "sklearn.svm.classes.LinearSVR", "sklearn.svm.classes.NuSVC", | |
| 575 "sklearn.svm.classes.NuSVR", "sklearn.svm.classes.OneClassSVM", | |
| 576 "sklearn.svm.classes.SVC", "sklearn.svm.classes.SVR", | |
| 577 "sklearn.svm.l1_min_c", "sklearn.svm.liblinear.set_verbosity_wrap", | |
| 578 "sklearn.svm.liblinear.train_wrap", "sklearn.svm.libsvm.LIBSVM_KERNEL_TYPES", | |
| 579 "sklearn.svm.libsvm.cross_validation", "sklearn.svm.libsvm.decision_function", | |
| 580 "sklearn.svm.libsvm.fit", "sklearn.svm.libsvm.predict", | |
| 581 "sklearn.svm.libsvm.predict_proba", "sklearn.svm.libsvm.set_verbosity_wrap", | |
| 582 "sklearn.svm.libsvm_sparse.libsvm_sparse_decision_function", "sklearn.svm.libsvm_sparse.libsvm_sparse_predict", | |
| 583 "sklearn.svm.libsvm_sparse.libsvm_sparse_predict_proba", "sklearn.svm.libsvm_sparse.libsvm_sparse_train", | |
| 584 "sklearn.svm.libsvm_sparse.set_verbosity_wrap", "sklearn.tree.DecisionTreeClassifier", | |
| 585 "sklearn.tree.DecisionTreeRegressor", "sklearn.tree.ExtraTreeClassifier", | |
| 586 "sklearn.tree.ExtraTreeRegressor", "sklearn.tree._criterion.ClassificationCriterion", | |
| 587 "sklearn.tree._criterion.Criterion", "sklearn.tree._criterion.Entropy", | |
| 588 "sklearn.tree._criterion.FriedmanMSE", "sklearn.tree._criterion.Gini", | |
| 589 "sklearn.tree._criterion.MAE", "sklearn.tree._criterion.MSE", | |
| 590 "sklearn.tree._criterion.RegressionCriterion", "sklearn.tree._splitter.BaseDenseSplitter", | |
| 591 "sklearn.tree._splitter.BaseSparseSplitter", "sklearn.tree._splitter.BestSparseSplitter", | |
| 592 "sklearn.tree._splitter.BestSplitter", "sklearn.tree._splitter.RandomSparseSplitter", | |
| 593 "sklearn.tree._splitter.RandomSplitter", "sklearn.tree._splitter.Splitter", | |
| 594 "sklearn.tree._tree.BestFirstTreeBuilder", "sklearn.tree._tree.DepthFirstTreeBuilder", | |
| 595 "sklearn.tree._tree.NODE_DTYPE", "sklearn.tree._tree.TREE_LEAF", | |
| 596 "sklearn.tree._tree.TREE_UNDEFINED", "sklearn.tree._tree.Tree", | |
| 597 "sklearn.tree._tree.TreeBuilder", "sklearn.tree._utils.PriorityHeap", | |
| 598 "sklearn.tree._utils.Stack", "sklearn.tree._utils.WeightedMedianCalculator", | |
| 599 "sklearn.tree._utils.WeightedPQueue", "sklearn.tree._utils._realloc_test", | |
| 600 "sklearn.tree.export.SENTINEL", "sklearn.tree.export.Sentinel", | |
| 601 "sklearn.tree.export._color_brew", "sklearn.tree.export.export_graphviz", | |
| 602 "sklearn.tree.export_graphviz", "sklearn.tree.tree.BaseDecisionTree", | |
| 603 "sklearn.tree.tree.CRITERIA_CLF", "sklearn.tree.tree.CRITERIA_REG", | |
| 604 "sklearn.tree.tree.DENSE_SPLITTERS", "sklearn.tree.tree.DecisionTreeClassifier", | |
| 605 "sklearn.tree.tree.DecisionTreeRegressor", "sklearn.tree.tree.ExtraTreeClassifier", | |
| 606 "sklearn.tree.tree.ExtraTreeRegressor", "sklearn.tree.tree.SPARSE_SPLITTERS", | |
| 607 "sklearn.utils.Bunch", "sklearn.utils._get_n_jobs", | |
| 608 "sklearn.utils._logistic_sigmoid._log_logistic_sigmoid", "sklearn.utils._random._sample_without_replacement_check_input", | |
| 609 "sklearn.utils._random._sample_without_replacement_with_pool", "sklearn.utils._random._sample_without_replacement_with_reservoir_sampling", | |
| 610 "sklearn.utils._random._sample_without_replacement_with_tracking_selection", "sklearn.utils._random.sample_without_replacement", | |
| 611 "sklearn.utils.arrayfuncs.cholesky_delete", "sklearn.utils.arrayfuncs.min_pos", | |
| 612 "sklearn.utils.as_float_array", "sklearn.utils.assert_all_finite", | |
| 613 "sklearn.utils.axis0_safe_slice", "sklearn.utils.check_X_y", | |
| 614 "sklearn.utils.check_array", "sklearn.utils.check_consistent_length", | |
| 615 "sklearn.utils.check_random_state", "sklearn.utils.check_symmetric", | |
| 616 "sklearn.utils.class_weight.compute_class_weight", "sklearn.utils.class_weight.compute_sample_weight", | |
| 617 "sklearn.utils.column_or_1d", "sklearn.utils.compute_class_weight", | |
| 618 "sklearn.utils.compute_sample_weight", "sklearn.utils.deprecated", | |
| 619 "sklearn.utils.deprecation.DeprecationDict", "sklearn.utils.deprecation._is_deprecated", | |
| 620 "sklearn.utils.deprecation.deprecated", "sklearn.utils.extmath._deterministic_vector_sign_flip", | |
| 621 "sklearn.utils.extmath._impose_f_order", "sklearn.utils.extmath._incremental_mean_and_var", | |
| 622 "sklearn.utils.extmath.cartesian", "sklearn.utils.extmath.density", | |
| 623 "sklearn.utils.extmath.fast_dot", "sklearn.utils.extmath.fast_logdet", | |
| 624 "sklearn.utils.extmath.log_logistic", "sklearn.utils.extmath.logsumexp", | |
| 625 "sklearn.utils.extmath.make_nonnegative", "sklearn.utils.extmath.norm", | |
| 626 "sklearn.utils.extmath.np_version", "sklearn.utils.extmath.pinvh", | |
| 627 "sklearn.utils.extmath.randomized_range_finder", "sklearn.utils.extmath.randomized_svd", | |
| 628 "sklearn.utils.extmath.row_norms", "sklearn.utils.extmath.safe_min", | |
| 629 "sklearn.utils.extmath.safe_sparse_dot", "sklearn.utils.extmath.softmax", | |
| 630 "sklearn.utils.extmath.squared_norm", "sklearn.utils.extmath.stable_cumsum", | |
| 631 "sklearn.utils.extmath.svd_flip", "sklearn.utils.extmath.weighted_mode", | |
| 632 "sklearn.utils.fast_dict.IntFloatDict", "sklearn.utils.fast_dict.argmin", | |
| 633 "sklearn.utils.fixes._parse_version", "sklearn.utils.fixes.divide", | |
| 634 "sklearn.utils.fixes.euler_gamma", "sklearn.utils.fixes.makedirs", | |
| 635 "sklearn.utils.fixes.np_version", "sklearn.utils.fixes.parallel_helper", | |
| 636 "sklearn.utils.fixes.sp_version", "sklearn.utils.fixes.sparse_min_max", | |
| 637 "sklearn.utils.gen_batches", "sklearn.utils.gen_even_slices", | |
| 638 "sklearn.utils.graph.connected_components", "sklearn.utils.graph.graph_laplacian", | |
| 639 "sklearn.utils.graph.graph_shortest_path", "sklearn.utils.graph.single_source_shortest_path_length", | |
| 640 "sklearn.utils.graph_shortest_path.graph_shortest_path", "sklearn.utils.indexable", | |
| 641 "sklearn.utils.indices_to_mask", "sklearn.utils.linear_assignment_._HungarianState", | |
| 642 "sklearn.utils.linear_assignment_._hungarian", "sklearn.utils.linear_assignment_._step1", | |
| 643 "sklearn.utils.linear_assignment_._step3", "sklearn.utils.linear_assignment_._step4", | |
| 644 "sklearn.utils.linear_assignment_._step5", "sklearn.utils.linear_assignment_._step6", | |
| 645 "sklearn.utils.linear_assignment_.linear_assignment", "sklearn.utils.metaestimators._BaseComposition", | |
| 646 "sklearn.utils.metaestimators._IffHasAttrDescriptor", "sklearn.utils.metaestimators._safe_split", | |
| 647 "sklearn.utils.metaestimators.if_delegate_has_method", "sklearn.utils.multiclass._FN_UNIQUE_LABELS", | |
| 648 "sklearn.utils.multiclass._check_partial_fit_first_call", "sklearn.utils.multiclass._is_integral_float", | |
| 649 "sklearn.utils.multiclass._ovr_decision_function", "sklearn.utils.multiclass._unique_indicator", | |
| 650 "sklearn.utils.multiclass._unique_multiclass", "sklearn.utils.multiclass.check_classification_targets", | |
| 651 "sklearn.utils.multiclass.class_distribution", "sklearn.utils.multiclass.is_multilabel", | |
| 652 "sklearn.utils.multiclass.string_types", "sklearn.utils.multiclass.type_of_target", | |
| 653 "sklearn.utils.multiclass.unique_labels", "sklearn.utils.murmurhash.murmurhash3_32", | |
| 654 "sklearn.utils.murmurhash.murmurhash3_bytes_array_s32", "sklearn.utils.murmurhash.murmurhash3_bytes_array_u32", | |
| 655 "sklearn.utils.murmurhash.murmurhash3_bytes_s32", "sklearn.utils.murmurhash.murmurhash3_bytes_u32", | |
| 656 "sklearn.utils.murmurhash.murmurhash3_int_s32", "sklearn.utils.murmurhash.murmurhash3_int_u32", | |
| 657 "sklearn.utils.murmurhash3_32", "sklearn.utils.optimize._LineSearchError", | |
| 658 "sklearn.utils.optimize._cg", "sklearn.utils.optimize._line_search_wolfe12", | |
| 659 "sklearn.utils.optimize.newton_cg", "sklearn.utils.random.choice", | |
| 660 "sklearn.utils.random.random_choice_csc", "sklearn.utils.resample", | |
| 661 "sklearn.utils.safe_indexing", "sklearn.utils.safe_mask", | |
| 662 "sklearn.utils.safe_sqr", "sklearn.utils.seq_dataset.ArrayDataset", | |
| 663 "sklearn.utils.seq_dataset.CSRDataset", "sklearn.utils.seq_dataset.SequentialDataset", | |
| 664 "sklearn.utils.shuffle", "sklearn.utils.sparsefuncs._csc_mean_var_axis0", | |
| 665 "sklearn.utils.sparsefuncs._csr_mean_var_axis0", "sklearn.utils.sparsefuncs._get_elem_at_rank", | |
| 666 "sklearn.utils.sparsefuncs._get_median", "sklearn.utils.sparsefuncs._incr_mean_var_axis0", | |
| 667 "sklearn.utils.sparsefuncs._raise_error_wrong_axis", "sklearn.utils.sparsefuncs._raise_typeerror", | |
| 668 "sklearn.utils.sparsefuncs.count_nonzero", "sklearn.utils.sparsefuncs.csc_median_axis_0", | |
| 669 "sklearn.utils.sparsefuncs.incr_mean_variance_axis", "sklearn.utils.sparsefuncs.inplace_column_scale", | |
| 670 "sklearn.utils.sparsefuncs.inplace_csr_column_scale", "sklearn.utils.sparsefuncs.inplace_csr_row_scale", | |
| 671 "sklearn.utils.sparsefuncs.inplace_row_scale", "sklearn.utils.sparsefuncs.inplace_swap_column", | |
| 672 "sklearn.utils.sparsefuncs.inplace_swap_row", "sklearn.utils.sparsefuncs.inplace_swap_row_csc", | |
| 673 "sklearn.utils.sparsefuncs.inplace_swap_row_csr", "sklearn.utils.sparsefuncs.mean_variance_axis", | |
| 674 "sklearn.utils.sparsefuncs.min_max_axis", "sklearn.utils.sparsefuncs_fast._csc_mean_variance_axis0", | |
| 675 "sklearn.utils.sparsefuncs_fast._csr_mean_variance_axis0", "sklearn.utils.sparsefuncs_fast._csr_row_norms", | |
| 676 "sklearn.utils.sparsefuncs_fast._incr_mean_variance_axis0", "sklearn.utils.sparsefuncs_fast._inplace_csr_row_normalize_l1", | |
| 677 "sklearn.utils.sparsefuncs_fast._inplace_csr_row_normalize_l2", "sklearn.utils.sparsefuncs_fast.assign_rows_csr", | |
| 678 "sklearn.utils.sparsefuncs_fast.csc_mean_variance_axis0", "sklearn.utils.sparsefuncs_fast.csr_mean_variance_axis0", | |
| 679 "sklearn.utils.sparsefuncs_fast.csr_row_norms", "sklearn.utils.sparsefuncs_fast.incr_mean_variance_axis0", | |
| 680 "sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l1", "sklearn.utils.sparsefuncs_fast.inplace_csr_row_normalize_l2", | |
| 681 "sklearn.utils.stats._weighted_percentile", "sklearn.utils.stats.rankdata", | |
| 682 "sklearn.utils.tosequence", "sklearn.utils.validation.FLOAT_DTYPES", | |
| 683 "sklearn.utils.validation._assert_all_finite", "sklearn.utils.validation._ensure_sparse_format", | |
| 684 "sklearn.utils.validation._is_arraylike", "sklearn.utils.validation._num_samples", | |
| 685 "sklearn.utils.validation._shape_repr", "sklearn.utils.validation.as_float_array", | |
| 686 "sklearn.utils.validation.assert_all_finite", "sklearn.utils.validation.check_X_y", | |
| 687 "sklearn.utils.validation.check_array", "sklearn.utils.validation.check_consistent_length", | |
| 688 "sklearn.utils.validation.check_is_fitted", "sklearn.utils.validation.check_memory", | |
| 689 "sklearn.utils.validation.check_non_negative", "sklearn.utils.validation.check_random_state", | |
| 690 "sklearn.utils.validation.check_symmetric", "sklearn.utils.validation.column_or_1d", | |
| 691 "sklearn.utils.validation.has_fit_parameter", "sklearn.utils.validation.indexable", | |
| 692 "sklearn.utils.weight_vector.WeightVector" | |
| 693 ], | |
| 694 | |
| 695 "SKR_NAMES": [ | |
| 696 "skrebate.MultiSURF", "skrebate.MultiSURFstar", | |
| 697 "skrebate.ReliefF", "skrebate.SURF", | |
| 698 "skrebate.SURFstar", "skrebate.TuRF", | |
| 699 "skrebate.multisurf.MultiSURF", "skrebate.multisurfstar.MultiSURFstar", | |
| 700 "skrebate.relieff.ReliefF", "skrebate.scoring_utils.MultiSURF_compute_scores", | |
| 701 "skrebate.scoring_utils.MultiSURFstar_compute_scores", "skrebate.scoring_utils.ReliefF_compute_scores", | |
| 702 "skrebate.scoring_utils.SURF_compute_scores", "skrebate.scoring_utils.SURFstar_compute_scores", | |
| 703 "skrebate.scoring_utils.compute_score", "skrebate.scoring_utils.get_row_missing", | |
| 704 "skrebate.scoring_utils.ramp_function", "skrebate.surf.SURF", | |
| 705 "skrebate.surfstar.SURFstar", "skrebate.turf.TuRF" | |
| 706 ], | |
| 707 | |
| 708 "XGB_NAMES": [ | |
| 709 "xgboost.Booster", "xgboost.DMatrix", | |
| 710 "xgboost.VERSION_FILE", "xgboost.XGBClassifier", | |
| 711 "xgboost.XGBModel", "xgboost.XGBRegressor", | |
| 712 "xgboost.callback._fmt_metric", "xgboost.callback._get_callback_context", | |
| 713 "xgboost.callback.early_stop", "xgboost.callback.print_evaluation", | |
| 714 "xgboost.callback.record_evaluation", "xgboost.callback.reset_learning_rate", | |
| 715 "xgboost.compat.PANDAS_INSTALLED", "xgboost.compat.PY3", | |
| 716 "xgboost.compat.SKLEARN_INSTALLED", "xgboost.compat.STRING_TYPES", | |
| 717 "xgboost.compat.py_str", "xgboost.core.Booster", | |
| 718 "xgboost.core.CallbackEnv", "xgboost.core.DMatrix", | |
| 719 "xgboost.core.EarlyStopException", "xgboost.core.PANDAS_DTYPE_MAPPER", | |
| 720 "xgboost.core.PANDAS_INSTALLED", "xgboost.core.PY3", | |
| 721 "xgboost.core.STRING_TYPES", "xgboost.core.XGBoostError", | |
| 722 "xgboost.core._check_call", "xgboost.core._load_lib", | |
| 723 "xgboost.core._maybe_pandas_data", "xgboost.core._maybe_pandas_label", | |
| 724 "xgboost.core.c_array", "xgboost.core.c_str", | |
| 725 "xgboost.core.ctypes2buffer", "xgboost.core.ctypes2numpy", | |
| 726 "xgboost.core.from_cstr_to_pystr", "xgboost.core.from_pystr_to_cstr", | |
| 727 "xgboost.cv", "xgboost.f", | |
| 728 "xgboost.libpath.XGBoostLibraryNotFound", "xgboost.libpath.find_lib_path", | |
| 729 "xgboost.plot_importance", "xgboost.plot_tree", | |
| 730 "xgboost.plotting._EDGEPAT", "xgboost.plotting._EDGEPAT2", | |
| 731 "xgboost.plotting._LEAFPAT", "xgboost.plotting._NODEPAT", | |
| 732 "xgboost.plotting._parse_edge", "xgboost.plotting._parse_node", | |
| 733 "xgboost.plotting.plot_importance", "xgboost.plotting.plot_tree", | |
| 734 "xgboost.plotting.to_graphviz", "xgboost.rabit.DTYPE_ENUM__", | |
| 735 "xgboost.rabit.STRING_TYPES", "xgboost.rabit._init_rabit", | |
| 736 "xgboost.rabit.allreduce", "xgboost.rabit.broadcast", | |
| 737 "xgboost.rabit.finalize", "xgboost.rabit.get_processor_name", | |
| 738 "xgboost.rabit.get_rank", "xgboost.rabit.get_world_size", | |
| 739 "xgboost.rabit.init", "xgboost.rabit.tracker_print", | |
| 740 "xgboost.rabit.version_number", "xgboost.sklearn.SKLEARN_INSTALLED", | |
| 741 "xgboost.sklearn.XGBClassifier", "xgboost.sklearn.XGBModel", | |
| 742 "xgboost.sklearn.XGBRegressor", "xgboost.sklearn._objective_decorator", | |
| 743 "xgboost.to_graphviz", "xgboost.train", | |
| 744 "xgboost.training.CVPack", "xgboost.training.SKLEARN_INSTALLED", | |
| 745 "xgboost.training.STRING_TYPES", "xgboost.training._train_internal", | |
| 746 "xgboost.training.aggcv", "xgboost.training.cv", | |
| 747 "xgboost.training.mknfold", "xgboost.training.train" | |
| 748 ], | |
| 749 | |
| 750 | |
| 751 "NUMPY_NAMES": [ | |
| 752 "numpy.core.multiarray._reconstruct", "numpy.ndarray", | |
| 753 "numpy.dtype", "numpy.core.multiarray.scalar", "numpy.random.__RandomState_ctor", | |
| 754 "numpy.ma.core._mareconstruct", "numpy.ma.core.MaskedArray" | |
| 755 ], | |
| 756 | |
| 757 "IMBLEARN_NAMES":[ | |
| 758 "imblearn.pipeline.Pipeline", "imblearn.over_sampling._random_over_sampler.RandomOverSampler", | |
| 759 "imblearn.under_sampling._prototype_selection._edited_nearest_neighbours.EditedNearestNeighbours" | |
| 760 ], | |
| 761 | |
| 762 "MLXTEND_NAMES":[ | |
| 763 "mlxtend.classifier.stacking_cv_classification.StackingCVClassifier", | |
| 764 "mlxtend.classifier.stacking_classification.StackingClassifier", | |
| 765 "mlxtend.regressor.stacking_cv_regression.StackingCVRegressor", | |
| 766 "mlxtend.regressor.stacking_regression.StackingRegressor" | |
| 767 ] | |
| 768 } |