Index

A

alpha() (stpredictions.models.IOKR.model.IOKR method) append_test_loss() (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method) append_time() (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method) append_train_loss() (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method)

apply() (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.BaseOKForest method) assert_is_subtree() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) assert_pruning_creates_subtree() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) assert_tree_equal() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg)

B

BaseKernelizedOutputTree (class in stpredictions.models.OK3)

BaseOKForest (class in stpredictions.models.OK3)

C

check_1d_input() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_apply_path_readonly() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_classification_toy() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_decision_path() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_explicit_sparse_zeros() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_gridsearch() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_importances() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_iris_criterion() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_max_leaf_nodes_max_depth() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_memory_layout() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_min_impurity_decrease() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_min_impurity_split() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_min_samples_leaf() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_min_samples_split() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_min_weight_fraction_leaf() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_min_weight_fraction_leaf_with_min_samples_leaf() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_min_weight_leaf_split_level() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_multioutput() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_no_sparse_y_support() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_oob_score() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_oob_score_raise_error() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_parallel() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg)

check_pickle() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_public_apply() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_public_apply_sparse() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_raise_error_on_1d_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_regression_criterion() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_sparse_criterion() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_sparse_input() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_sparse_parameters() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) check_warm_start() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_warm_start_clear() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_warm_start_equal_n_estimators() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_warm_start_oob() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) check_warm_start_smaller_n_estimators() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) clear_memory() (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method) clone_kernel() (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method) compile_test_program() (in module stpredictions.helpers.pre_build_helpers) compute_gram() (stpredictions.models.DIOKR.kernel.Gaussian method) (stpredictions.models.DIOKR.kernel.GaussianTani method) (stpredictions.models.DIOKR.kernel.LearnableGaussian method) (stpredictions.models.DIOKR.kernel.LearnableLinear method) cost_complexity_pruning_path() (stpredictions.models.OK3.BaseKernelizedOutputTree method) create_path_that_doesnt_exist() (in module stpredictions.models.IOKR.utils)

D

decision_path() (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.BaseOKForest method) decode() (stpredictions.models.OK3.BaseKernelizedOutputTree method)

decode_tree() (stpredictions.models.OK3.BaseKernelizedOutputTree method) DIOKREstimator (class in stpredictions.models.DIOKR) (class in stpredictions.models.DIOKR.estimator)

E

evaluate() (stpredictions.models.OK3.kernel.Gaussian_Kernel method) (stpredictions.models.OK3.kernel.Kernel method) (stpredictions.models.OK3.kernel.Laplacian_Kernel method) (stpredictions.models.OK3.kernel.Linear_Kernel method) (stpredictions.models.OK3.kernel.Mean_Dirac_Kernel method)

ExtraOK3Regressor (class in stpredictions.models.OK3)

F

feature_importances_ (stpredictions.models.OK3.BaseKernelizedOutputTree property) (stpredictions.models.OK3.BaseOKForest property) fit() (stpredictions.models.DIOKR.IOKR method) (stpredictions.models.DIOKR.IOKR.IOKR method) (stpredictions.models.IOKR.model.IOKR method) (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.BaseOKForest method) (stpredictions.models.OK3.OK3Regressor method)

fit_kernel_input() (stpredictions.models.DIOKR.DIOKREstimator method) (stpredictions.models.DIOKR.estimator.DIOKREstimator method) forward() (stpredictions.models.DIOKR.net.Net1 method) (stpredictions.models.DIOKR.net.Net2 method) (stpredictions.models.DIOKR.net.Net3 method) (stpredictions.models.DIOKR.Net1 method) (stpredictions.models.DIOKR.Net2 method) (stpredictions.models.DIOKR.Net3 method)

G

Gaussian (class in stpredictions.models.DIOKR.kernel) Gaussian_Kernel (class in stpredictions.models.OK3.kernel) gaussian_tani_kernel() (in module stpredictions.models.DIOKR.kernel) GaussianTani (class in stpredictions.models.DIOKR.kernel) get_anchors_gaussian_rff() (in module stpredictions.models.DIOKR.kernel) get_depth() (stpredictions.models.OK3.BaseKernelizedOutputTree method) get_Gram_matrix() (stpredictions.models.OK3.kernel.Gaussian_Kernel method) (stpredictions.models.OK3.kernel.Kernel method) (stpredictions.models.OK3.kernel.Laplacian_Kernel method) (stpredictions.models.OK3.kernel.Linear_Kernel method) (stpredictions.models.OK3.kernel.Mean_Dirac_Kernel method) get_layers() (stpredictions.models.DIOKR.net.Net1 method) (stpredictions.models.DIOKR.net.Net2 method) (stpredictions.models.DIOKR.net.Net3 method) (stpredictions.models.DIOKR.Net1 method) (stpredictions.models.DIOKR.Net2 method) (stpredictions.models.DIOKR.Net3 method)

get_leaves_weights() (stpredictions.models.OK3.BaseKernelizedOutputTree method) get_n_leaves() (stpredictions.models.OK3.BaseKernelizedOutputTree method) get_name() (stpredictions.models.OK3.kernel.Kernel method) (stpredictions.models.OK3.structured_object.StructuredObject method) get_sq_norms() (stpredictions.models.OK3.kernel.Gaussian_Kernel method) (stpredictions.models.OK3.kernel.Kernel method) (stpredictions.models.OK3.kernel.Laplacian_Kernel method) (stpredictions.models.OK3.kernel.Linear_Kernel method) (stpredictions.models.OK3.kernel.Mean_Dirac_Kernel method) get_vv_norm() (stpredictions.models.DIOKR.IOKR method) (stpredictions.models.DIOKR.IOKR.IOKR method) Gini_Kernel (class in stpredictions.models.OK3.kernel)

I

IOKR (class in stpredictions.models.DIOKR) (class in stpredictions.models.DIOKR.IOKR) (class in stpredictions.models.IOKR.model)

is_equal_to() (stpredictions.models.OK3.structured_object.StructuredObject method)

K

Kernel (class in stpredictions.models.DIOKR.kernel) (class in stpredictions.models.OK3.kernel)

L

Laplacian_Kernel (class in stpredictions.models.OK3.kernel) LearnableGaussian (class in stpredictions.models.DIOKR.kernel) LearnableLinear (class in stpredictions.models.DIOKR.kernel)

Linear_Kernel (class in stpredictions.models.OK3.kernel) linear_kernel() (in module stpredictions.models.DIOKR.kernel) load_bibtex() (in module stpredictions.datasets.load_data) load_corel5k() (in module stpredictions.datasets.load_data)

M

Mean_Dirac_Kernel (class in stpredictions.models.OK3.kernel) model_forward() (stpredictions.models.DIOKR.kernel.LearnableLinear method) module stpredictions stpredictions.datasets stpredictions.datasets.load_data stpredictions.helpers stpredictions.helpers.pre_build_helpers stpredictions.metrics stpredictions.metrics.loss stpredictions.models stpredictions.models.DIOKR stpredictions.models.DIOKR.cost stpredictions.models.DIOKR.estimator stpredictions.models.DIOKR.IOKR stpredictions.models.DIOKR.kernel stpredictions.models.DIOKR.net stpredictions.models.DIOKR.utils stpredictions.models.IOKR stpredictions.models.IOKR.model stpredictions.models.IOKR.utils stpredictions.models.OK3 stpredictions.models.OK3.base stpredictions.models.OK3.kernel stpredictions.models.OK3.structured_object stpredictions.models.OK3.tests stpredictions.models.OK3.tests.exemple_utilisation stpredictions.models.OK3.tests.exemple_utilisation_forest stpredictions.models.OK3.tests.test_classification stpredictions.models.OK3.tests.test_classification_forest stpredictions.models.OK3.tests.test_export stpredictions.models.OK3.tests.test_forest_clf_and_reg stpredictions.models.OK3.tests.test_regression stpredictions.models.OK3.tests.test_regression_forest stpredictions.models.OK3.tests.test_tree_clf_and_reg stpredictions.viz

MSE_Kernel (class in stpredictions.models.OK3.kernel) MyBackend (class in stpredictions.models.OK3.tests.test_forest_clf_and_reg) MyDataset (class in stpredictions.models.IOKR.utils)

N

Net1 (class in stpredictions.models.DIOKR) (class in stpredictions.models.DIOKR.net) Net2 (class in stpredictions.models.DIOKR) (class in stpredictions.models.DIOKR.net)

Net3 (class in stpredictions.models.DIOKR) (class in stpredictions.models.DIOKR.net)

O

objective() (stpredictions.models.DIOKR.DIOKREstimator method) (stpredictions.models.DIOKR.estimator.DIOKREstimator method)

OK3Regressor (class in stpredictions.models.OK3) OKForestRegressor (class in stpredictions.models.OK3)

P

predict() (stpredictions.models.DIOKR.DIOKREstimator method) (stpredictions.models.DIOKR.estimator.DIOKREstimator method) (stpredictions.models.IOKR.model.IOKR method) (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.OKForestRegressor method)

predict_weights() (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.OKForestRegressor method) project_root() (in module stpredictions.models.DIOKR.utils) (in module stpredictions.models.IOKR.utils)

R

r2_score_in_Hilbert() (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.OKForestRegressor method)

RandomOKForestRegressor (class in stpredictions.models.OK3) rbf_kernel() (in module stpredictions.models.DIOKR.kernel)

S

score() (stpredictions.models.OK3.BaseKernelizedOutputTree method) (stpredictions.models.OK3.OKForestRegressor method) SGD (class in stpredictions.models.IOKR.utils) similarity_with() (stpredictions.models.OK3.structured_object.StructuredObject method) sloss() (in module stpredictions.models.DIOKR.cost) (stpredictions.models.DIOKR.IOKR method) (stpredictions.models.DIOKR.IOKR.IOKR method) sloss_batch() (in module stpredictions.models.DIOKR.cost) start_call() (stpredictions.models.OK3.tests.test_forest_clf_and_reg.MyBackend method) stpredictions module stpredictions.datasets module stpredictions.datasets.load_data module stpredictions.helpers module stpredictions.helpers.pre_build_helpers module stpredictions.metrics module stpredictions.metrics.loss module stpredictions.models module stpredictions.models.DIOKR module stpredictions.models.DIOKR.cost module stpredictions.models.DIOKR.estimator module stpredictions.models.DIOKR.IOKR module stpredictions.models.DIOKR.kernel module stpredictions.models.DIOKR.net module stpredictions.models.DIOKR.utils module

stpredictions.models.IOKR module stpredictions.models.IOKR.model module stpredictions.models.IOKR.utils module stpredictions.models.OK3 module stpredictions.models.OK3.base module stpredictions.models.OK3.kernel module stpredictions.models.OK3.structured_object module stpredictions.models.OK3.tests module stpredictions.models.OK3.tests.exemple_utilisation module stpredictions.models.OK3.tests.exemple_utilisation_forest module stpredictions.models.OK3.tests.test_classification module stpredictions.models.OK3.tests.test_classification_forest module stpredictions.models.OK3.tests.test_export module stpredictions.models.OK3.tests.test_forest_clf_and_reg module stpredictions.models.OK3.tests.test_regression module stpredictions.models.OK3.tests.test_regression_forest module stpredictions.models.OK3.tests.test_tree_clf_and_reg module stpredictions.viz module StructuredObject (class in stpredictions.models.OK3.structured_object) StructuredOutputMixin (class in stpredictions.models.OK3.base)

T

test_1d_input() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_apply_path_readonly_all_trees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_arrayrepr() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_arrays_persist() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_backend_respected() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_behaviour_constant_feature_after_splits() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_big_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_classification_multilabel() (in module stpredictions.models.OK3.tests.test_classification) (in module stpredictions.models.OK3.tests.test_classification_forest) test_classification_multilabel_ref() (in module stpredictions.models.OK3.tests.test_classification) (in module stpredictions.models.OK3.tests.test_classification_forest) test_classification_toy() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_criterion_copy() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_decision_path() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_decision_path_hardcoded() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_diabetes_overfit() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_diabetes_underfit() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_distribution() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_dtype_convert() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_empty_leaf_infinite_threshold() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_error() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_explicit_sparse_zeros() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_forest_degenerate_feature_importances() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_forest_feature_importances_sum() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_forest_y_sparse() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_gridsearch() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_huge_allocations() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_importances() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_importances_gini_equal_mse() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_importances_raises() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_iris() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_little_tree_with_small_max_samples() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_max_features() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_max_leaf_nodes() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_max_leaf_nodes_max_depth() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_max_samples_exceptions() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_memory_layout() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_impurity_decrease() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_impurity_split() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_samples_leaf() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_samples_split() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_weight_fraction_leaf() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_min_weight_fraction_leaf_on_dense_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_weight_fraction_leaf_on_sparse_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_weight_fraction_leaf_with_min_samples_leaf_on_dense_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg)

test_min_weight_fraction_leaf_with_min_samples_leaf_on_sparse_input() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_min_weight_leaf_split_level() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_multioutput() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_multioutput_string() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_no_sparse_y_support() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_numerical_stability() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_only_constant_features() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_oob_score_classifiers() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_oob_score_raise_error() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_oob_score_regressors() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_parallel() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_parallel_train() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_pickle() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_prune_single_node_tree() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_prune_tree_classifier_are_subtrees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_prune_tree_raises_negative_ccp_alpha() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_prune_tree_regression_are_subtrees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_public_apply_all_trees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_public_apply_sparse_trees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_pure_set() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_random_hasher() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_random_hasher_sparse_data() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_random_trees_dense_equal() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_random_trees_dense_type() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_realloc() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_regression() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_regression) (in module stpredictions.models.OK3.tests.test_regression_forest) test_regression_ref() (in module stpredictions.models.OK3.tests.test_regression) (in module stpredictions.models.OK3.tests.test_regression_forest) test_regression_toy() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_sample_weight() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_sample_weight_invalid() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_sparse() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_sparse_input() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_sparse_input_reg_trees() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_unbalanced_iris() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_unfitted_feature_importances() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_warm_start() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_warm_start_clear() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_warm_start_equal_n_estimators() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_warm_start_oob() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_warm_start_smaller_n_estimators() (in module stpredictions.models.OK3.tests.test_forest_clf_and_reg) test_weighted_classification_toy() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_with_only_one_non_constant_features() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_X_idx_sorted_deprecated() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) test_xor() (in module stpredictions.models.OK3.tests.test_tree_clf_and_reg) train_kernel_input() (stpredictions.models.DIOKR.DIOKREstimator method) (stpredictions.models.DIOKR.estimator.DIOKREstimator method) training (stpredictions.models.DIOKR.net.Net1 attribute) (stpredictions.models.DIOKR.net.Net2 attribute) (stpredictions.models.DIOKR.net.Net3 attribute) (stpredictions.models.DIOKR.Net1 attribute) (stpredictions.models.DIOKR.Net2 attribute) (stpredictions.models.DIOKR.Net3 attribute)

U

update() (stpredictions.models.IOKR.utils.SGD method)