README.md
setup.cfg
setup.py
cuml/__init__.py
cuml/_version.py
cuml.egg-info/PKG-INFO
cuml.egg-info/SOURCES.txt
cuml.egg-info/dependency_links.txt
cuml.egg-info/not-zip-safe
cuml.egg-info/requires.txt
cuml.egg-info/top_level.txt
cuml/_thirdparty/__init__.py
cuml/_thirdparty/sklearn/__init__.py
cuml/_thirdparty/sklearn/preprocessing/__init__.py
cuml/_thirdparty/sklearn/preprocessing/_column_transformer.py
cuml/_thirdparty/sklearn/preprocessing/_data.py
cuml/_thirdparty/sklearn/preprocessing/_discretization.py
cuml/_thirdparty/sklearn/preprocessing/_function_transformer.py
cuml/_thirdparty/sklearn/preprocessing/_imputation.py
cuml/_thirdparty/sklearn/utils/__init__.py
cuml/_thirdparty/sklearn/utils/extmath.py
cuml/_thirdparty/sklearn/utils/skl_dependencies.py
cuml/_thirdparty/sklearn/utils/sparsefuncs.py
cuml/_thirdparty/sklearn/utils/validation.py
cuml/benchmark/__init__.py
cuml/benchmark/algorithms.py
cuml/benchmark/bench_helper_funcs.py
cuml/benchmark/ci_benchmark.py
cuml/benchmark/datagen.py
cuml/benchmark/nvtx_benchmark.py
cuml/benchmark/run_benchmarks.py
cuml/benchmark/runners.py
cuml/benchmark/automated/__init__.py
cuml/benchmark/automated/bench_classification.py
cuml/benchmark/automated/bench_dimensionality_reduction.py
cuml/benchmark/automated/bench_preprocessing.py
cuml/benchmark/automated/bench_random_forest.py
cuml/benchmark/automated/bench_regression.py
cuml/benchmark/automated/dask/__init__.py
cuml/benchmark/automated/dask/bench_mnmg_classification.py
cuml/benchmark/automated/dask/bench_mnmg_dimensionality_reduction.py
cuml/benchmark/automated/dask/bench_mnmg_regression.py
cuml/benchmark/automated/dask/conftest.py
cuml/benchmark/automated/utils/__init__.py
cuml/benchmark/automated/utils/auto_nvtx_bench.py
cuml/benchmark/automated/utils/utils.py
cuml/cluster/__init__.py
cuml/cluster/agglomerative.cpp
cuml/cluster/dbscan.cpp
cuml/cluster/dbscan_mg.cpp
cuml/cluster/hdbscan.cpp
cuml/cluster/kmeans.cpp
cuml/cluster/kmeans_mg.cpp
cuml/comm/__init__.py
cuml/comm/serialize.py
cuml/common/__init__.py
cuml/common/array.py
cuml/common/array_descriptor.py
cuml/common/array_sparse.py
cuml/common/base.cpp
cuml/common/cuda.cpp
cuml/common/doc_utils.py
cuml/common/exceptions.py
cuml/common/handle.cpp
cuml/common/import_utils.py
cuml/common/input_utils.py
cuml/common/kernel_utils.py
cuml/common/logger.cpp
cuml/common/memory_utils.py
cuml/common/mixins.py
cuml/common/numba_utils.py
cuml/common/opg_data_utils_mg.cpp
cuml/common/pointer_utils.cpp
cuml/common/sparse_utils.py
cuml/common/sparsefuncs.py
cuml/common/timing_utils.py
cuml/common/type_utils.py
cuml/dask/__init__.py
cuml/dask/cluster/__init__.py
cuml/dask/cluster/dbscan.py
cuml/dask/cluster/kmeans.py
cuml/dask/common/__init__.py
cuml/dask/common/base.py
cuml/dask/common/dask_arr_utils.py
cuml/dask/common/dask_df_utils.py
cuml/dask/common/func.py
cuml/dask/common/input_utils.py
cuml/dask/common/part_utils.py
cuml/dask/common/utils.py
cuml/dask/datasets/__init__.py
cuml/dask/datasets/blobs.py
cuml/dask/datasets/classification.py
cuml/dask/datasets/regression.py
cuml/dask/datasets/utils.py
cuml/dask/decomposition/__init__.py
cuml/dask/decomposition/base.py
cuml/dask/decomposition/pca.py
cuml/dask/decomposition/tsvd.py
cuml/dask/ensemble/__init__.py
cuml/dask/ensemble/base.py
cuml/dask/ensemble/randomforestclassifier.py
cuml/dask/ensemble/randomforestregressor.py
cuml/dask/feature_extraction/__init__.py
cuml/dask/feature_extraction/text/__init__.py
cuml/dask/feature_extraction/text/tfidf_transformer.py
cuml/dask/linear_model/__init__.py
cuml/dask/linear_model/elastic_net.py
cuml/dask/linear_model/lasso.py
cuml/dask/linear_model/linear_regression.py
cuml/dask/linear_model/ridge.py
cuml/dask/manifold/__init__.py
cuml/dask/manifold/umap.py
cuml/dask/metrics/__init__.py
cuml/dask/metrics/confusion_matrix.py
cuml/dask/metrics/utils.py
cuml/dask/naive_bayes/__init__.py
cuml/dask/naive_bayes/naive_bayes.py
cuml/dask/neighbors/__init__.py
cuml/dask/neighbors/kneighbors_classifier.py
cuml/dask/neighbors/kneighbors_regressor.py
cuml/dask/neighbors/nearest_neighbors.py
cuml/dask/preprocessing/LabelEncoder.py
cuml/dask/preprocessing/__init__.py
cuml/dask/preprocessing/encoders.py
cuml/dask/preprocessing/label.py
cuml/dask/solvers/__init__.py
cuml/dask/solvers/cd.py
cuml/datasets/__init__.py
cuml/datasets/arima.cpp
cuml/datasets/blobs.py
cuml/datasets/classification.py
cuml/datasets/regression.cpp
cuml/datasets/utils.py
cuml/decomposition/__init__.py
cuml/decomposition/base_mg.cpp
cuml/decomposition/incremental_pca.py
cuml/decomposition/pca.cpp
cuml/decomposition/pca_mg.cpp
cuml/decomposition/tsvd.cpp
cuml/decomposition/tsvd_mg.cpp
cuml/ensemble/__init__.py
cuml/ensemble/randomforest_common.cpp
cuml/ensemble/randomforest_shared.cpp
cuml/ensemble/randomforestclassifier.cpp
cuml/ensemble/randomforestregressor.cpp
cuml/experimental/__init__.py
cuml/experimental/explainer/__init__.py
cuml/experimental/explainer/tree_shap.cpp
cuml/experimental/hyperopt_utils/__init__.py
cuml/experimental/hyperopt_utils/plotting_utils.py
cuml/experimental/linear_model/__init__.py
cuml/experimental/linear_model/lars.cpp
cuml/experimental/preprocessing/__init__.py
cuml/explainer/__init__.py
cuml/explainer/base.cpp
cuml/explainer/common.py
cuml/explainer/kernel_shap.cpp
cuml/explainer/permutation_shap.cpp
cuml/explainer/sampling.py
cuml/feature_extraction/__init__.py
cuml/feature_extraction/_stop_words.py
cuml/feature_extraction/_tfidf.py
cuml/feature_extraction/_tfidf_vectorizer.py
cuml/feature_extraction/_vectorizers.py
cuml/feature_extraction/text.py
cuml/fil/__init__.py
cuml/fil/fil.cpp
cuml/internals/__init__.py
cuml/internals/api_context_managers.py
cuml/internals/api_decorators.py
cuml/internals/base_helpers.py
cuml/internals/global_settings.py
cuml/internals/internals.cpp
cuml/kernel_ridge/__init__.py
cuml/kernel_ridge/kernel_ridge.cpp
cuml/linear_model/__init__.py
cuml/linear_model/base.cpp
cuml/linear_model/base_mg.cpp
cuml/linear_model/elastic_net.cpp
cuml/linear_model/lasso.py
cuml/linear_model/linear_regression.cpp
cuml/linear_model/linear_regression_mg.cpp
cuml/linear_model/logistic_regression.cpp
cuml/linear_model/mbsgd_classifier.cpp
cuml/linear_model/mbsgd_regressor.cpp
cuml/linear_model/ridge.cpp
cuml/linear_model/ridge_mg.cpp
cuml/manifold/__init__.py
cuml/manifold/t_sne.cpp
cuml/manifold/umap.cpp
cuml/metrics/__init__.py
cuml/metrics/_classification.py
cuml/metrics/_ranking.py
cuml/metrics/accuracy.cpp
cuml/metrics/confusion_matrix.py
cuml/metrics/hinge_loss.cpp
cuml/metrics/kl_divergence.cpp
cuml/metrics/pairwise_distances.cpp
cuml/metrics/pairwise_kernels.py
cuml/metrics/regression.cpp
cuml/metrics/trustworthiness.cpp
cuml/metrics/utils.py
cuml/metrics/cluster/__init__.py
cuml/metrics/cluster/adjusted_rand_index.cpp
cuml/metrics/cluster/completeness_score.cpp
cuml/metrics/cluster/entropy.cpp
cuml/metrics/cluster/homogeneity_score.cpp
cuml/metrics/cluster/mutual_info_score.cpp
cuml/metrics/cluster/silhouette_score.cpp
cuml/metrics/cluster/utils.cpp
cuml/model_selection/__init__.py
cuml/model_selection/_split.py
cuml/multiclass/__init__.py
cuml/multiclass/multiclass.py
cuml/naive_bayes/__init__.py
cuml/naive_bayes/naive_bayes.py
cuml/neighbors/__init__.py
cuml/neighbors/ann.cpp
cuml/neighbors/kernel_density.py
cuml/neighbors/kneighbors_classifier.cpp
cuml/neighbors/kneighbors_classifier_mg.cpp
cuml/neighbors/kneighbors_regressor.cpp
cuml/neighbors/kneighbors_regressor_mg.cpp
cuml/neighbors/nearest_neighbors.cpp
cuml/neighbors/nearest_neighbors_mg.cpp
cuml/pipeline/__init__.py
cuml/preprocessing/LabelEncoder.py
cuml/preprocessing/TargetEncoder.py
cuml/preprocessing/__init__.py
cuml/preprocessing/encoders.py
cuml/preprocessing/label.py
cuml/preprocessing/onehotencoder_mg.py
cuml/preprocessing/text/__init__.py
cuml/preprocessing/text/stem/__init__.py
cuml/preprocessing/text/stem/porter_stemmer.py
cuml/preprocessing/text/stem/porter_stemmer_utils/__init__.py
cuml/preprocessing/text/stem/porter_stemmer_utils/consonant_vowel_utils.py
cuml/preprocessing/text/stem/porter_stemmer_utils/len_flags_utils.py
cuml/preprocessing/text/stem/porter_stemmer_utils/measure_utils.py
cuml/preprocessing/text/stem/porter_stemmer_utils/porter_stemmer_rules.py
cuml/preprocessing/text/stem/porter_stemmer_utils/suffix_utils.py
cuml/prims/__init__.py
cuml/prims/array.py
cuml/prims/label/__init__.py
cuml/prims/label/classlabels.py
cuml/prims/stats/__init__.py
cuml/prims/stats/covariance.py
cuml/random_projection/__init__.py
cuml/random_projection/random_projection.cpp
cuml/solvers/__init__.py
cuml/solvers/cd.cpp
cuml/solvers/cd_mg.cpp
cuml/solvers/qn.cpp
cuml/solvers/sgd.cpp
cuml/svm/__init__.py
cuml/svm/linear.cpp
cuml/svm/linear_svc.py
cuml/svm/linear_svr.py
cuml/svm/svc.cpp
cuml/svm/svm_base.cpp
cuml/svm/svr.cpp
cuml/test/__init__.py
cuml/test/conftest.py
cuml/test/test_adapters.py
cuml/test/test_agglomerative.py
cuml/test/test_allocator.py
cuml/test/test_api.py
cuml/test/test_arima.py
cuml/test/test_array.py
cuml/test/test_array_sparse.py
cuml/test/test_auto_arima.py
cuml/test/test_base.py
cuml/test/test_batched_lbfgs.py
cuml/test/test_benchmark.py
cuml/test/test_class_enumerator.py
cuml/test/test_compose.py
cuml/test/test_coordinate_descent.py
cuml/test/test_cuml_descr_decor.py
cuml/test/test_dataset_generator_types.py
cuml/test/test_dbscan.py
cuml/test/test_doctest.py
cuml/test/test_fil.py
cuml/test/test_hdbscan.py
cuml/test/test_holtwinters.py
cuml/test/test_incremental_pca.py
cuml/test/test_input_utils.py
cuml/test/test_internals_api.py
cuml/test/test_kernel_density.py
cuml/test/test_kernel_ridge.py
cuml/test/test_kmeans.py
cuml/test/test_kneighbors_classifier.py
cuml/test/test_kneighbors_regressor.py
cuml/test/test_label_binarizer.py
cuml/test/test_label_encoder.py
cuml/test/test_lars.py
cuml/test/test_linear_model.py
cuml/test/test_linear_svm.py
cuml/test/test_logger.py
cuml/test/test_make_arima.py
cuml/test/test_make_blobs.py
cuml/test/test_make_classification.py
cuml/test/test_make_regression.py
cuml/test/test_mbsgd_classifier.py
cuml/test/test_mbsgd_regressor.py
cuml/test/test_meta_estimators.py
cuml/test/test_metrics.py
cuml/test/test_module_config.py
cuml/test/test_multiclass.py
cuml/test/test_naive_bayes.py
cuml/test/test_nearest_neighbors.py
cuml/test/test_one_hot_encoder.py
cuml/test/test_pca.py
cuml/test/test_pickle.py
cuml/test/test_preproc_utils.py
cuml/test/test_preprocessing.py
cuml/test/test_prims.py
cuml/test/test_qn.py
cuml/test/test_random_forest.py
cuml/test/test_random_projection.py
cuml/test/test_serialize.py
cuml/test/test_sgd.py
cuml/test/test_solver_attributes.py
cuml/test/test_sparsefuncs.py
cuml/test/test_stationarity.py
cuml/test/test_stats.py
cuml/test/test_svm.py
cuml/test/test_target_encoder.py
cuml/test/test_text_feature_extraction.py
cuml/test/test_tfidf.py
cuml/test/test_thirdparty.py
cuml/test/test_train_test_split.py
cuml/test/test_trustworthiness.py
cuml/test/test_tsne.py
cuml/test/test_tsvd.py
cuml/test/test_umap.py
cuml/test/utils.py
cuml/test/dask/__init__.py
cuml/test/dask/conftest.py
cuml/test/dask/test_base.py
cuml/test/dask/test_coordinate_descent.py
cuml/test/dask/test_dask_arr_utils.py
cuml/test/dask/test_dask_sql.py
cuml/test/dask/test_dask_utils.py
cuml/test/dask/test_datasets.py
cuml/test/dask/test_dbscan.py
cuml/test/dask/test_doctest.py
cuml/test/dask/test_func.py
cuml/test/dask/test_global_settings.py
cuml/test/dask/test_input_utils.py
cuml/test/dask/test_kmeans.py
cuml/test/dask/test_kneighbors_classifier.py
cuml/test/dask/test_kneighbors_regressor.py
cuml/test/dask/test_label_binarizer.py
cuml/test/dask/test_label_encoder.py
cuml/test/dask/test_linear_regression.py
cuml/test/dask/test_metrics.py
cuml/test/dask/test_naive_bayes.py
cuml/test/dask/test_nearest_neighbors.py
cuml/test/dask/test_one_hot_encoder.py
cuml/test/dask/test_pca.py
cuml/test/dask/test_random_forest.py
cuml/test/dask/test_ridge_regression.py
cuml/test/dask/test_serialization.py
cuml/test/dask/test_tfidf.py
cuml/test/dask/test_tsvd.py
cuml/test/dask/test_umap.py
cuml/test/dask/utils.py
cuml/test/plugins/__init__.py
cuml/test/plugins/quick_run_plugin.py
cuml/test/stemmer_tests/__init__.py
cuml/test/stemmer_tests/test_len_utils.py
cuml/test/stemmer_tests/test_porter_stemmer_rules.py
cuml/test/stemmer_tests/test_stemmer.py
cuml/test/stemmer_tests/test_steps.py
cuml/test/stemmer_tests/test_suffix_utils.py
cuml/thirdparty_adapters/__init__.py
cuml/thirdparty_adapters/adapters.py
cuml/thirdparty_adapters/sparsefuncs_fast.py
cuml/tsa/__init__.py
cuml/tsa/arima.cpp
cuml/tsa/auto_arima.cpp
cuml/tsa/batched_lbfgs.py
cuml/tsa/holtwinters.cpp
cuml/tsa/seasonality.cpp
cuml/tsa/stationarity.cpp