Index A | B | C | E | F | G | I | L | M | N | P | Q | R | S | T | V A all_objects() (in module skpro.registry) all_tags() (in module skpro.registry) B BaseDistribution (class in skpro.distributions.base) BaseEstimator (class in skpro.base) BaseMetaEstimator (class in skpro.base) BaseObject (class in skpro.base) BaseProbaRegressor (class in skpro.regression.base) BootstrapRegressor (class in skpro.regression.bootstrap) C cdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) check_estimator() (in module skpro.utils.estimator_checks) check_is_fitted() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) check_is_mtype() (in module skpro.datatypes) check_is_scitype() (in module skpro.datatypes) check_raise() (in module skpro.datatypes) check_tag_is_valid() (in module skpro.registry) clone() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) clone_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) convert() (in module skpro.datatypes) convert_to() (in module skpro.datatypes) create_test_instance() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) create_test_instances_and_names() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) E Empirical (class in skpro.distributions) energy() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) evaluate() (in module skpro.benchmarking.evaluate) F fit() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) G get_class_tag() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) get_class_tags() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) get_config() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) get_fitted_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) get_param_defaults() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) get_param_names() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) get_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) get_tag() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) get_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) get_test_params() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Empirical class method) (skpro.distributions.Laplace class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.TDistribution class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.residual.ResidualDouble class method) GridSearchCV (class in skpro.model_selection) I iloc (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Empirical property) (skpro.distributions.Laplace property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.TDistribution property) is_composite() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) is_fitted (skpro.base.BaseEstimator property) (skpro.base.BaseMetaEstimator property) (skpro.model_selection.GridSearchCV property) (skpro.model_selection.RandomizedSearchCV property) (skpro.regression.base.BaseProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.residual.ResidualDouble property) L Laplace (class in skpro.distributions) loc (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Empirical property) (skpro.distributions.Laplace property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.TDistribution property) log_pdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) M mean() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) Mixture (class in skpro.distributions) module skpro.base skpro.datatypes skpro.registry skpro.utils.estimator_checks skpro.utils.plotting mtype() (in module skpro.datatypes) mtype_to_scitype() (in module skpro.datatypes) N name (skpro.base.BaseEstimator property) (skpro.base.BaseMetaEstimator property) (skpro.base.BaseObject property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Empirical property) (skpro.distributions.Laplace property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.TDistribution property) (skpro.model_selection.GridSearchCV property) (skpro.model_selection.RandomizedSearchCV property) (skpro.regression.base.BaseProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.residual.ResidualDouble property) named_steps (skpro.regression.compose.Pipeline property) Normal (class in skpro.distributions) P pdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) pdfnorm() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) Pipeline (class in skpro.regression.compose) plot_crossplot_interval() (in module skpro.utils.plotting) plot_crossplot_loss() (in module skpro.utils.plotting) plot_crossplot_std() (in module skpro.utils.plotting) ppf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) predict() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) predict_interval() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) predict_proba() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) predict_quantiles() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) predict_var() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) Q quantile() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) R RandomizedSearchCV (class in skpro.model_selection) regressor_ (skpro.regression.compose.Pipeline property) reset() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) ResidualDouble (class in skpro.regression.residual) S sample() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) scitype() (in module skpro.datatypes) scitype_to_mtype() (in module skpro.datatypes) set_config() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) set_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) set_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.residual.ResidualDouble method) shape (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Empirical property) (skpro.distributions.Laplace property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.TDistribution property) skpro.base module skpro.datatypes module skpro.registry module skpro.utils.estimator_checks module skpro.utils.plotting module T TDistribution (class in skpro.distributions) to_str() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method) V var() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Empirical method) (skpro.distributions.Laplace method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.TDistribution method)
