Index A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V A accuracy_score() (in module cuml.metrics) AccuracyComparisonRunner (class in cuml.benchmark.runners) add_dummy_feature() (in module cuml.preprocessing) adjusted_rand_score() (in module cuml.metrics.cluster) AgglomerativeClustering (class in cuml) algorithm_by_name() (in module cuml.benchmark.algorithms) AlgorithmPair (class in cuml.benchmark.algorithms) align_bytes (cuml.ForestInference property) all_algorithms() (in module cuml.benchmark.algorithms) all_points_membership_vectors() (in module cuml.cluster.hdbscan) apply() (cuml.ForestInference method) approximate_predict() (in module cuml.cluster.hdbscan) ARIMA (class in cuml.tsa) AutoARIMA (class in cuml.tsa.auto_arima) B BaseEstimator (class in cuml.dask.common.base) BenchmarkTimer (class in cuml.benchmark.runners) BernoulliNB (class in cuml.naive_bayes) binarize() (in module cuml.preprocessing) Binarizer (class in cuml.preprocessing) C CategoricalNB (class in cuml.naive_bayes) CD (class in cuml) (class in cuml.dask.solvers) ColumnTransformer (class in cuml.compose) ComplementNB (class in cuml.naive_bayes) completeness_score() (in module cuml.metrics.cluster) complexity (cuml.tsa.ARIMA property) condensed_tree_ (cuml.cluster.hdbscan.HDBSCAN property) confusion_matrix() (in module cuml.metrics) CountVectorizer (class in cuml.feature_extraction.text) cpu_forest (cuml.ForestInference property) cuml.benchmark.algorithms module cuml.benchmark.datagen module cuml.benchmark.runners module cuml.compose module cuml.dask.datasets.blobs module cuml.dask.datasets.classification module cuml.dask.datasets.regression module cuml.metrics.pairwise_distances module cuml.metrics.pairwise_kernels module cuml.metrics.regression module D DBSCAN (class in cuml) (class in cuml.dask.cluster) decision_function() (cuml.svm.SVC method) DelayedInverseTransformMixin (class in cuml.dask.common.base) DelayedParallelFunc (class in cuml.dask.common.base) DelayedPredictionMixin (class in cuml.dask.common.base) DelayedTransformMixin (class in cuml.dask.common.base) device_id (cuml.ForestInference property) E effective_metric_ (cuml.neighbors.NearestNeighbors property) effective_metric_params_ (cuml.neighbors.NearestNeighbors property) ElasticNet (class in cuml) (class in cuml.dask.linear_model) enabled() (in module cuml.accel) entropy() (in module cuml.metrics.cluster) error_norm() (cuml.covariance.LedoitWolf method) expected_value (cuml.explainer.TreeExplainer attribute) ExponentialSmoothing (class in cuml) F find_ab_params() (in module cuml.manifold.umap) fit() (cuml.AgglomerativeClustering method) (cuml.CD method) (cuml.cluster.hdbscan.HDBSCAN method) (cuml.cluster.SpectralClustering method) (cuml.compose.ColumnTransformer method) (cuml.covariance.LedoitWolf method) (cuml.dask.cluster.DBSCAN method) (cuml.dask.cluster.KMeans method) (cuml.dask.decomposition.PCA method) (cuml.dask.decomposition.TruncatedSVD method) (cuml.dask.ensemble.RandomForestClassifier method) (cuml.dask.ensemble.RandomForestRegressor method) (cuml.dask.feature_extraction.text.TfidfTransformer method) (cuml.dask.linear_model.ElasticNet method) (cuml.dask.linear_model.Lasso method) (cuml.dask.linear_model.LinearRegression method) (cuml.dask.linear_model.Ridge method) (cuml.dask.naive_bayes.MultinomialNB method) (cuml.dask.neighbors.KNeighborsClassifier method) (cuml.dask.neighbors.KNeighborsRegressor method) (cuml.dask.neighbors.NearestNeighbors method) (cuml.dask.preprocessing.LabelBinarizer method) (cuml.dask.preprocessing.LabelEncoder.LabelEncoder method) (cuml.dask.preprocessing.OneHotEncoder method) (cuml.dask.solvers.CD method) (cuml.DBSCAN method) (cuml.ElasticNet method) (cuml.ensemble.RandomForestClassifier method) (cuml.ensemble.RandomForestRegressor method) (cuml.experimental.linear_model.Lars method) (cuml.ExponentialSmoothing method) (cuml.feature_extraction.text.CountVectorizer method) (cuml.feature_extraction.text.HashingVectorizer method) (cuml.feature_extraction.text.TfidfVectorizer method) (cuml.IncrementalPCA method) (cuml.KernelRidge method) (cuml.KMeans method) (cuml.LinearRegression method) (cuml.LogisticRegression method) (cuml.manifold.SpectralEmbedding method) (cuml.MBSGDClassifier method) (cuml.MBSGDRegressor method) (cuml.naive_bayes.GaussianNB method) (cuml.neighbors.KernelDensity method) (cuml.neighbors.KNeighborsClassifier method) (cuml.neighbors.KNeighborsRegressor method) (cuml.neighbors.NearestNeighbors method) (cuml.PCA method) (cuml.preprocessing.Binarizer method) (cuml.preprocessing.FunctionTransformer method) (cuml.preprocessing.KBinsDiscretizer method) (cuml.preprocessing.KernelCenterer method) (cuml.preprocessing.LabelBinarizer method) (cuml.preprocessing.LabelEncoder.LabelEncoder method) (cuml.preprocessing.MaxAbsScaler method) (cuml.preprocessing.MinMaxScaler method) (cuml.preprocessing.MissingIndicator method) (cuml.preprocessing.Normalizer method) (cuml.preprocessing.OneHotEncoder method) (cuml.preprocessing.PolynomialFeatures method) (cuml.preprocessing.PowerTransformer method) (cuml.preprocessing.QuantileTransformer method) (cuml.preprocessing.RobustScaler method) (cuml.preprocessing.SimpleImputer method) (cuml.preprocessing.StandardScaler method) (cuml.preprocessing.TargetEncoder.TargetEncoder method) (cuml.QN method) (cuml.Ridge method) (cuml.SGD method) (cuml.svm.LinearSVC method) (cuml.svm.LinearSVR method) (cuml.svm.SVC method) (cuml.svm.SVR method) (cuml.TruncatedSVD method) (cuml.tsa.ARIMA method) (cuml.tsa.auto_arima.AutoARIMA method) (cuml.TSNE method) (cuml.UMAP method) fit_predict() (cuml.AgglomerativeClustering method) (cuml.cluster.hdbscan.HDBSCAN method) (cuml.cluster.SpectralClustering method) (cuml.dask.cluster.DBSCAN method) (cuml.dask.cluster.KMeans method) (cuml.DBSCAN method) (cuml.KMeans method) fit_transform() (cuml.compose.ColumnTransformer method) (cuml.dask.cluster.KMeans method) (cuml.dask.decomposition.PCA method) (cuml.dask.decomposition.TruncatedSVD method) (cuml.dask.feature_extraction.text.TfidfTransformer method) (cuml.dask.preprocessing.LabelBinarizer method) (cuml.dask.preprocessing.LabelEncoder.LabelEncoder method) (cuml.feature_extraction.text.CountVectorizer method) (cuml.feature_extraction.text.HashingVectorizer method) (cuml.feature_extraction.text.TfidfVectorizer method) (cuml.KMeans method) (cuml.manifold.SpectralEmbedding method) (cuml.PCA method) (cuml.preprocessing.LabelBinarizer method) (cuml.preprocessing.LabelEncoder.LabelEncoder method) (cuml.preprocessing.MissingIndicator method) (cuml.preprocessing.OneHotEncoder method) (cuml.preprocessing.PowerTransformer method) (cuml.preprocessing.TargetEncoder.TargetEncoder method) (cuml.TruncatedSVD method) (cuml.TSNE method) (cuml.UMAP method) forecast() (cuml.ExponentialSmoothing method) (cuml.tsa.ARIMA method) (cuml.tsa.auto_arima.AutoARIMA method) forest (cuml.ForestInference property) ForestInference (class in cuml) FunctionTransformer (class in cuml.preprocessing) fuzzy_simplicial_set() (in module cuml.manifold.umap) G GaussianNB (class in cuml.naive_bayes) GaussianRandomProjection (class in cuml.random_projection) gen_data() (in module cuml.benchmark.datagen) generate_prediction_data() (cuml.cluster.hdbscan.HDBSCAN method) get_combined_model() (cuml.dask.common.base.BaseEstimator method) get_feature_names() (cuml.compose.ColumnTransformer method) (cuml.feature_extraction.text.CountVectorizer method) (cuml.feature_extraction.text.TfidfVectorizer method) (cuml.preprocessing.OneHotEncoder method) (cuml.preprocessing.PolynomialFeatures method) get_fit_params() (cuml.tsa.ARIMA method) get_level() (cuml.ExponentialSmoothing method) get_n_splits() (cuml.model_selection.KFold method) get_neighbors() (cuml.dask.neighbors.NearestNeighbors method) get_params() (cuml.compose.ColumnTransformer method) (cuml.dask.ensemble.RandomForestClassifier method) (cuml.dask.ensemble.RandomForestRegressor method) (cuml.ForestInference method) (cuml.preprocessing.TargetEncoder.TargetEncoder method) (cuml.tsa.ARIMA method) get_precision() (cuml.covariance.LedoitWolf method) get_season() (cuml.ExponentialSmoothing method) get_trend() (cuml.ExponentialSmoothing method) gpu_forest (cuml.ForestInference property) H HashingVectorizer (class in cuml.feature_extraction.text) HDBSCAN (class in cuml.cluster.hdbscan) homogeneity_score() (in module cuml.metrics.cluster) I IncrementalPCA (class in cuml) install() (in module cuml.accel) inverse_transform() (cuml.dask.decomposition.PCA method) (cuml.dask.decomposition.TruncatedSVD method) (cuml.dask.preprocessing.LabelBinarizer method) (cuml.dask.preprocessing.LabelEncoder.LabelEncoder method) (cuml.dask.preprocessing.OneHotEncoder method) (cuml.feature_extraction.text.CountVectorizer method) (cuml.PCA method) (cuml.preprocessing.FunctionTransformer method) (cuml.preprocessing.KBinsDiscretizer method) (cuml.preprocessing.LabelBinarizer method) (cuml.preprocessing.LabelEncoder.LabelEncoder method) (cuml.preprocessing.MaxAbsScaler method) (cuml.preprocessing.MinMaxScaler method) (cuml.preprocessing.OneHotEncoder method) (cuml.preprocessing.PowerTransformer method) (cuml.preprocessing.QuantileTransformer method) (cuml.preprocessing.RobustScaler method) (cuml.preprocessing.StandardScaler method) (cuml.TruncatedSVD method) (cuml.UMAP method) is_classifier (cuml.ForestInference property) is_proxy() (in module cuml.accel) J johnson_lindenstrauss_min_dim() (in module cuml.random_projection) K KBinsDiscretizer (class in cuml.preprocessing) KernelCenterer (class in cuml.preprocessing) KernelDensity (class in cuml.neighbors) KernelExplainer (class in cuml.explainer) KernelRidge (class in cuml) KFold (class in cuml.model_selection) kl_divergence() (in module cuml.metrics) kl_divergence_ (cuml.TSNE property) KMeans (class in cuml) (class in cuml.dask.cluster) kneighbors() (cuml.dask.neighbors.NearestNeighbors method) (cuml.neighbors.NearestNeighbors method) kneighbors_graph() (cuml.neighbors.NearestNeighbors method) KNeighborsClassifier (class in cuml.dask.neighbors) (class in cuml.neighbors) KNeighborsRegressor (class in cuml.dask.neighbors) (class in cuml.neighbors) L label_binarize() (in module cuml.preprocessing) LabelBinarizer (class in cuml.dask.preprocessing) (class in cuml.preprocessing) LabelEncoder (class in cuml.dask.preprocessing.LabelEncoder) (class in cuml.preprocessing.LabelEncoder) Lars (class in cuml.experimental.linear_model) Lasso (class in cuml) (class in cuml.dask.linear_model) layout (cuml.ForestInference property) LedoitWolf (class in cuml.covariance) LinearRegression (class in cuml) (class in cuml.dask.linear_model) LinearSVC (class in cuml.svm) LinearSVR (class in cuml.svm) llf (cuml.tsa.ARIMA property) load() (cuml.ForestInference class method) load_from_sklearn() (cuml.ForestInference class method) load_from_treelite_model() (cuml.ForestInference class method) log_loss() (in module cuml.metrics) LogisticRegression (class in cuml) M mahalanobis() (cuml.covariance.LedoitWolf method) make_arima() (in module cuml.datasets) make_blobs() (in module cuml.dask.datasets.blobs) (in module cuml.datasets) make_classification() (in module cuml.dask.datasets.classification) (in module cuml.datasets) make_column_selector (class in cuml.compose) make_column_transformer() (in module cuml.compose) make_low_rank_matrix() (in module cuml.dask.datasets.regression) make_regression() (in module cuml.dask.datasets.regression) (in module cuml.datasets) maxabs_scale() (in module cuml.preprocessing) MaxAbsScaler (class in cuml.preprocessing) MBSGDClassifier (class in cuml) MBSGDRegressor (class in cuml) mean_absolute_error() (in module cuml.metrics.regression) mean_squared_error() (in module cuml.metrics.regression) mean_squared_log_error() (in module cuml.metrics.regression) median_absolute_error() (in module cuml.metrics.regression) membership_vector() (in module cuml.cluster.hdbscan) minimum_spanning_tree_ (cuml.cluster.hdbscan.HDBSCAN property) minmax_scale() (in module cuml.preprocessing) MinMaxScaler (class in cuml.preprocessing) MissingIndicator (class in cuml.preprocessing) module cuml.benchmark.algorithms cuml.benchmark.datagen cuml.benchmark.runners cuml.compose cuml.dask.datasets.blobs cuml.dask.datasets.classification cuml.dask.datasets.regression cuml.metrics.pairwise_distances cuml.metrics.pairwise_kernels cuml.metrics.regression MultinomialNB (class in cuml.dask.naive_bayes) (class in cuml.naive_bayes) mutual_info_score() (in module cuml.metrics.cluster) N named_transformers_ (cuml.compose.ColumnTransformer property) nan_euclidean_distances() (in module cuml.metrics.pairwise_distances) NearestNeighbors (class in cuml.dask.neighbors) (class in cuml.neighbors) normalize() (in module cuml.preprocessing) Normalizer (class in cuml.preprocessing) num_outputs() (cuml.ForestInference method) num_trees() (cuml.ForestInference method) O OneHotEncoder (class in cuml.dask.preprocessing) (class in cuml.preprocessing) OneVsOneClassifier (class in cuml.multiclass) OneVsRestClassifier (class in cuml.multiclass) optimize() (cuml.ForestInference method) outputs_2d_ (cuml.neighbors.KNeighborsClassifier property) P pack() (cuml.tsa.ARIMA method) pairwise_distances() (in module cuml.metrics.pairwise_distances) pairwise_kernels() (in module cuml.metrics.pairwise_kernels) partial_fit() (cuml.feature_extraction.text.HashingVectorizer method) (cuml.IncrementalPCA method) (cuml.naive_bayes.GaussianNB method) (cuml.preprocessing.MaxAbsScaler method) (cuml.preprocessing.MinMaxScaler method) (cuml.preprocessing.StandardScaler method) PCA (class in cuml) (class in cuml.dask.decomposition) PermutationExplainer (class in cuml.explainer) PolynomialFeatures (class in cuml.preprocessing) PorterStemmer (class in cuml.preprocessing.text.stem) PowerTransformer (class in cuml.preprocessing) precision (cuml.ForestInference property) precision_recall_curve() (in module cuml.metrics) predict() (cuml.CD method) (cuml.dask.cluster.KMeans method) (cuml.dask.ensemble.RandomForestClassifier method) (cuml.dask.ensemble.RandomForestRegressor method) (cuml.dask.linear_model.ElasticNet method) (cuml.dask.linear_model.Lasso method) (cuml.dask.linear_model.LinearRegression method) (cuml.dask.linear_model.Ridge method) (cuml.dask.naive_bayes.MultinomialNB method) (cuml.dask.neighbors.KNeighborsClassifier method) (cuml.dask.neighbors.KNeighborsRegressor method) (cuml.dask.solvers.CD method) (cuml.ensemble.RandomForestClassifier method) (cuml.ensemble.RandomForestRegressor method) (cuml.experimental.linear_model.Lars method) (cuml.ForestInference method) (cuml.KernelRidge method) (cuml.KMeans method) (cuml.LogisticRegression method) (cuml.MBSGDClassifier method) (cuml.neighbors.KNeighborsClassifier method) (cuml.neighbors.KNeighborsRegressor method) (cuml.QN method) (cuml.SGD method) (cuml.svm.LinearSVC method) (cuml.svm.SVC method) (cuml.svm.SVR method) (cuml.tsa.ARIMA method) (cuml.tsa.auto_arima.AutoARIMA method) predict_log_proba() (cuml.LogisticRegression method) (cuml.svm.LinearSVC method) (cuml.svm.SVC method) predict_per_tree() (cuml.ForestInference method) predict_proba() (cuml.dask.ensemble.RandomForestClassifier method) (cuml.dask.neighbors.KNeighborsClassifier method) (cuml.ensemble.RandomForestClassifier method) (cuml.ForestInference method) (cuml.LogisticRegression method) (cuml.neighbors.KNeighborsClassifier method) (cuml.svm.LinearSVC method) (cuml.svm.SVC method) prediction_data_ (cuml.cluster.hdbscan.HDBSCAN property) profile() (in module cuml.accel) Q QN (class in cuml) QuantileTransformer (class in cuml.preprocessing) R r2_score() (in module cuml.metrics.regression) random_state RandomForestClassifier (class in cuml.dask.ensemble) (class in cuml.ensemble) RandomForestRegressor (class in cuml.dask.ensemble) (class in cuml.ensemble) Ridge (class in cuml) (class in cuml.dask.linear_model) robust_scale() (in module cuml.preprocessing) RobustScaler (class in cuml.preprocessing) roc_auc_score() (in module cuml.metrics) run_cpu() (cuml.benchmark.algorithms.AlgorithmPair method) run_cuml() (cuml.benchmark.algorithms.AlgorithmPair method) run_variations() (in module cuml.benchmark.runners) S sample() (cuml.neighbors.KernelDensity method) scale() (in module cuml.preprocessing) score() (cuml.covariance.LedoitWolf method) (cuml.dask.cluster.KMeans method) (cuml.dask.naive_bayes.MultinomialNB method) (cuml.dask.neighbors.KNeighborsClassifier method) (cuml.dask.neighbors.KNeighborsRegressor method) (cuml.ensemble.RandomForestClassifier method) (cuml.ensemble.RandomForestRegressor method) (cuml.ExponentialSmoothing method) (cuml.KMeans method) (cuml.neighbors.KernelDensity method) (cuml.QN method) score_samples() (cuml.neighbors.KernelDensity method) search() (cuml.tsa.auto_arima.AutoARIMA method) set_fit_params() (cuml.tsa.ARIMA method) set_global_output_type() (in module cuml) set_params() (cuml.compose.ColumnTransformer method) (cuml.dask.ensemble.RandomForestClassifier method) (cuml.dask.ensemble.RandomForestRegressor method) (cuml.ForestInference method) (cuml.tsa.ARIMA method) SGD (class in cuml) shap_interaction_values() (cuml.explainer.TreeExplainer method) shap_values() (cuml.explainer.KernelExplainer method) (cuml.explainer.PermutationExplainer method) (cuml.explainer.TreeExplainer method) silhouette_samples() (in module cuml.metrics.cluster) silhouette_score() (in module cuml.metrics.cluster) SimpleImputer (class in cuml.preprocessing) simplicial_set_embedding() (in module cuml.manifold.umap) single_linkage_tree_ (cuml.cluster.hdbscan.HDBSCAN property) sparse_pairwise_distances() (in module cuml.metrics.pairwise_distances) SparseRandomProjection (class in cuml.random_projection) spectral_clustering() (in module cuml.cluster) spectral_embedding() (in module cuml.manifold) SpectralClustering (class in cuml.cluster) SpectralEmbedding (class in cuml.manifold) SpeedupComparisonRunner (class in cuml.benchmark.runners) split() (cuml.model_selection.KFold method) StandardScaler (class in cuml.preprocessing) stem() (cuml.preprocessing.text.stem.PorterStemmer method) summary() (cuml.tsa.auto_arima.AutoARIMA method) SVC (class in cuml.svm) SVR (class in cuml.svm) T TargetEncoder (class in cuml.preprocessing.TargetEncoder) TfidfTransformer (class in cuml.dask.feature_extraction.text) TfidfVectorizer (class in cuml.feature_extraction.text) train_test_split() (in module cuml.model_selection) transform() (cuml.compose.ColumnTransformer method) (cuml.dask.cluster.KMeans method) (cuml.dask.decomposition.PCA method) (cuml.dask.decomposition.TruncatedSVD method) (cuml.dask.feature_extraction.text.TfidfTransformer method) (cuml.dask.manifold.UMAP method) (cuml.dask.preprocessing.LabelBinarizer method) (cuml.dask.preprocessing.LabelEncoder.LabelEncoder method) (cuml.dask.preprocessing.OneHotEncoder method) (cuml.feature_extraction.text.CountVectorizer method) (cuml.feature_extraction.text.HashingVectorizer method) (cuml.feature_extraction.text.TfidfVectorizer method) (cuml.IncrementalPCA method) (cuml.KMeans method) (cuml.PCA method) (cuml.preprocessing.Binarizer method) (cuml.preprocessing.FunctionTransformer method) (cuml.preprocessing.KBinsDiscretizer method) (cuml.preprocessing.KernelCenterer method) (cuml.preprocessing.LabelBinarizer method) (cuml.preprocessing.LabelEncoder.LabelEncoder method) (cuml.preprocessing.MaxAbsScaler method) (cuml.preprocessing.MinMaxScaler method) (cuml.preprocessing.MissingIndicator method) (cuml.preprocessing.Normalizer method) (cuml.preprocessing.OneHotEncoder method) (cuml.preprocessing.PolynomialFeatures method) (cuml.preprocessing.PowerTransformer method) (cuml.preprocessing.QuantileTransformer method) (cuml.preprocessing.RobustScaler method) (cuml.preprocessing.SimpleImputer method) (cuml.preprocessing.StandardScaler method) (cuml.preprocessing.TargetEncoder.TargetEncoder method) (cuml.TruncatedSVD method) (cuml.UMAP method) TreeExplainer (class in cuml.explainer) treelite_model (cuml.ForestInference property) TruncatedSVD (class in cuml) (class in cuml.dask.decomposition) trustworthiness() (in module cuml.metrics) TSNE (class in cuml) U UMAP (class in cuml) (class in cuml.dask.manifold) unpack() (cuml.tsa.ARIMA method) using_output_type() (in module cuml) V v_measure_score() (in module cuml.metrics.cluster)