Index A | B | C | D | E | F | G | H | I | L | M | N | P | Q | R | S | T | V | W A AFTFisk (class in skpro.survival.aft) AFTLogNormal (class in skpro.survival.aft) AFTWeibull (class in skpro.survival.aft) all_objects() (in module skpro.registry) all_tags() (in module skpro.registry) ARDRegression (class in skpro.regression.linear) at (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) B BaggingRegressor (class in skpro.regression.ensemble) 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) BayesianRidge (class in skpro.regression.linear) Beta (class in skpro.distributions) BootstrapRegressor (class in skpro.regression.bootstrap) C cdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull 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.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree 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) ChiSquared (class in skpro.distributions) clone() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) clone_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) ConcordanceHarrell (class in skpro.metrics.survival) ConditionUncensored (class in skpro.survival.compose) ConstraintViolation (class in skpro.metrics) convert() (in module skpro.datatypes) convert_to() (in module skpro.datatypes) CoxNet (class in skpro.survival.coxph) CoxPH (class in skpro.survival.coxph) CoxPHlifelines (class in skpro.survival.coxph) CoxPHSkSurv (class in skpro.survival.coxph) 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree class method) CRPS (class in skpro.metrics) CyclicBoosting (class in skpro.regression.cyclic_boosting) D Delta (class in skpro.distributions) DeltaPointRegressor (class in skpro.regression.delta) E Empirical (class in skpro.distributions) EmpiricalCoverage (class in skpro.metrics) energy() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) evaluate() (in module skpro.benchmarking.evaluate) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) evaluate_by_index() (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) F Fisk (class in skpro.distributions) fit() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) FitUncensored (class in skpro.survival.compose) G GaussianProcess (class in skpro.regression.gp) 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree class method) get_config() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) get_fitted_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree class method) get_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) get_params_df() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) get_tag() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) get_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree 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.Beta class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Fisk class method) (skpro.distributions.Laplace class method) (skpro.distributions.Logistic class method) (skpro.distributions.Mixture class method) (skpro.distributions.Normal class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.TDistribution class method) (skpro.distributions.Weibull class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.LinearizedLogLoss class method) (skpro.metrics.LogLoss class method) (skpro.metrics.PinballLoss class method) (skpro.metrics.SquaredDistrLoss class method) (skpro.metrics.survival.ConcordanceHarrell class method) (skpro.metrics.survival.SPLL class method) (skpro.model_selection.GridSearchCV class method) (skpro.model_selection.RandomizedSearchCV class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.residual.ResidualDouble class method) (skpro.survival.aft.AFTFisk class method) (skpro.survival.aft.AFTLogNormal class method) (skpro.survival.aft.AFTWeibull class method) (skpro.survival.compose.ConditionUncensored class method) (skpro.survival.compose.FitUncensored class method) (skpro.survival.coxph.CoxNet class method) (skpro.survival.coxph.CoxPH class method) (skpro.survival.coxph.CoxPHlifelines class method) (skpro.survival.coxph.CoxPHSkSurv class method) (skpro.survival.ensemble.NGBoostSurvival class method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv class method) (skpro.survival.ensemble.SurvGradBoostSkSurv class method) (skpro.survival.ensemble.SurvivalForestSkSurv class method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv class method) (skpro.survival.tree.SurvivalTree class method) GLMRegressor (class in skpro.regression.linear) GridSearchCV (class in skpro.model_selection) H haz() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) I iat (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) iloc (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) is_composite() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) is_fitted (skpro.base.BaseEstimator property) (skpro.base.BaseMetaEstimator property) (skpro.model_selection.GridSearchCV property) (skpro.model_selection.RandomizedSearchCV property) (skpro.regression.adapters.sklearn.SklearnProbaReg property) (skpro.regression.base.BaseProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.cyclic_boosting.CyclicBoosting property) (skpro.regression.delta.DeltaPointRegressor property) (skpro.regression.ensemble.BaggingRegressor property) (skpro.regression.ensemble.NGBoostRegressor property) (skpro.regression.gp.GaussianProcess property) (skpro.regression.linear.ARDRegression property) (skpro.regression.linear.BayesianRidge property) (skpro.regression.linear.GLMRegressor property) (skpro.regression.linear.PoissonRegressor property) (skpro.regression.mapie.MapieRegressor property) (skpro.regression.multiquantile.MultipleQuantileRegressor property) (skpro.regression.residual.ResidualDouble property) (skpro.survival.aft.AFTFisk property) (skpro.survival.aft.AFTLogNormal property) (skpro.survival.aft.AFTWeibull property) (skpro.survival.compose.ConditionUncensored property) (skpro.survival.compose.FitUncensored property) (skpro.survival.coxph.CoxNet property) (skpro.survival.coxph.CoxPH property) (skpro.survival.coxph.CoxPHlifelines property) (skpro.survival.coxph.CoxPHSkSurv property) (skpro.survival.ensemble.NGBoostSurvival property) (skpro.survival.ensemble.SurvGradBoostCompSkSurv property) (skpro.survival.ensemble.SurvGradBoostSkSurv property) (skpro.survival.ensemble.SurvivalForestSkSurv property) (skpro.survival.ensemble.SurvivalForestXtraSkSurv property) (skpro.survival.tree.SurvivalTree property) L Laplace (class in skpro.distributions) LinearizedLogLoss (class in skpro.metrics) loc (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) log_pdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) log_pmf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) Logistic (class in skpro.distributions) LogLoss (class in skpro.metrics) M MapieRegressor (class in skpro.regression.mapie) mean() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull 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) MultipleQuantileRegressor (class in skpro.regression.multiquantile) N name (skpro.base.BaseEstimator property) (skpro.base.BaseMetaEstimator property) (skpro.base.BaseObject property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) (skpro.metrics.ConstraintViolation property) (skpro.metrics.CRPS property) (skpro.metrics.EmpiricalCoverage property) (skpro.metrics.LinearizedLogLoss property) (skpro.metrics.LogLoss property) (skpro.metrics.PinballLoss property) (skpro.metrics.SquaredDistrLoss property) (skpro.metrics.survival.ConcordanceHarrell property) (skpro.metrics.survival.SPLL property) (skpro.model_selection.GridSearchCV property) (skpro.model_selection.RandomizedSearchCV property) (skpro.regression.adapters.sklearn.SklearnProbaReg property) (skpro.regression.base.BaseProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.cyclic_boosting.CyclicBoosting property) (skpro.regression.delta.DeltaPointRegressor property) (skpro.regression.ensemble.BaggingRegressor property) (skpro.regression.ensemble.NGBoostRegressor property) (skpro.regression.gp.GaussianProcess property) (skpro.regression.linear.ARDRegression property) (skpro.regression.linear.BayesianRidge property) (skpro.regression.linear.GLMRegressor property) (skpro.regression.linear.PoissonRegressor property) (skpro.regression.mapie.MapieRegressor property) (skpro.regression.multiquantile.MultipleQuantileRegressor property) (skpro.regression.residual.ResidualDouble property) (skpro.survival.aft.AFTFisk property) (skpro.survival.aft.AFTLogNormal property) (skpro.survival.aft.AFTWeibull property) (skpro.survival.compose.ConditionUncensored property) (skpro.survival.compose.FitUncensored property) (skpro.survival.coxph.CoxNet property) (skpro.survival.coxph.CoxPH property) (skpro.survival.coxph.CoxPHlifelines property) (skpro.survival.coxph.CoxPHSkSurv property) (skpro.survival.ensemble.NGBoostSurvival property) (skpro.survival.ensemble.SurvGradBoostCompSkSurv property) (skpro.survival.ensemble.SurvGradBoostSkSurv property) (skpro.survival.ensemble.SurvivalForestSkSurv property) (skpro.survival.ensemble.SurvivalForestXtraSkSurv property) (skpro.survival.tree.SurvivalTree property) named_steps (skpro.regression.compose.Pipeline property) ndim (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) NGBoostRegressor (class in skpro.regression.ensemble) NGBoostSurvival (class in skpro.survival.ensemble) Normal (class in skpro.distributions) P pdf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) pdfnorm() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) PinballLoss (class in skpro.metrics) Pipeline (class in skpro.regression.compose) plot() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) plot_crossplot_interval() (in module skpro.utils.plotting) plot_crossplot_loss() (in module skpro.utils.plotting) plot_crossplot_std() (in module skpro.utils.plotting) pmf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) Poisson (class in skpro.distributions) PoissonRegressor (class in skpro.regression.linear) ppf() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) predict() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) predict_interval() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) predict_proba() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) predict_quantiles() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) predict_var() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) Q QPD_B (class in skpro.distributions) QPD_Empirical (class in skpro.distributions) QPD_S (class in skpro.distributions) QPD_U (class in skpro.distributions) quantile() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull 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.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) ResidualDouble (class in skpro.regression.residual) S sample() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull 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.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) set_params() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) set_random_state() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) set_tags() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.LinearizedLogLoss method) (skpro.metrics.LogLoss method) (skpro.metrics.PinballLoss method) (skpro.metrics.SquaredDistrLoss method) (skpro.metrics.survival.ConcordanceHarrell method) (skpro.metrics.survival.SPLL method) (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.residual.ResidualDouble method) (skpro.survival.aft.AFTFisk method) (skpro.survival.aft.AFTLogNormal method) (skpro.survival.aft.AFTWeibull method) (skpro.survival.compose.ConditionUncensored method) (skpro.survival.compose.FitUncensored method) (skpro.survival.coxph.CoxNet method) (skpro.survival.coxph.CoxPH method) (skpro.survival.coxph.CoxPHlifelines method) (skpro.survival.coxph.CoxPHSkSurv method) (skpro.survival.ensemble.NGBoostSurvival method) (skpro.survival.ensemble.SurvGradBoostCompSkSurv method) (skpro.survival.ensemble.SurvGradBoostSkSurv method) (skpro.survival.ensemble.SurvivalForestSkSurv method) (skpro.survival.ensemble.SurvivalForestXtraSkSurv method) (skpro.survival.tree.SurvivalTree method) shape (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Fisk property) (skpro.distributions.Laplace property) (skpro.distributions.Logistic property) (skpro.distributions.Mixture property) (skpro.distributions.Normal property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.TDistribution property) (skpro.distributions.Weibull property) SklearnProbaReg (class in skpro.regression.adapters.sklearn) skpro.base module skpro.datatypes module skpro.registry module skpro.utils.estimator_checks module skpro.utils.plotting module SPLL (class in skpro.metrics.survival) SquaredDistrLoss (class in skpro.metrics) surv() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) SurvGradBoostCompSkSurv (class in skpro.survival.ensemble) SurvGradBoostSkSurv (class in skpro.survival.ensemble) SurvivalForestSkSurv (class in skpro.survival.ensemble) SurvivalForestXtraSkSurv (class in skpro.survival.ensemble) SurvivalTree (class in skpro.survival.tree) T TDistribution (class in skpro.distributions) to_df() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) to_str() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) V var() (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Fisk method) (skpro.distributions.Laplace method) (skpro.distributions.Logistic method) (skpro.distributions.Mixture method) (skpro.distributions.Normal method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.TDistribution method) (skpro.distributions.Weibull method) W Weibull (class in skpro.distributions)