Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A AalenAdditive (class in skpro.survival.additive) 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) Alpha (class in skpro.distributions) approx_energy_spl (class in skpro.registry._tags) approx_mean_spl (class in skpro.registry._tags) approx_spl (class in skpro.registry._tags) approx_var_spl (class in skpro.registry._tags) ARDRegression (class in skpro.regression.linear) at (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) AUCalibration (class in skpro.metrics) authors (class in skpro.registry._tags) 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) BayesianConjugateLinearRegressor (class in skpro.regression.bayesian) BayesianLinearRegressor (class in skpro.regression.bayesian) BayesianRidge (class in skpro.regression.linear) Beta (class in skpro.distributions) Binomial (class in skpro.distributions) bisect_iter (class in skpro.registry._tags) BootstrapRegressor (class in skpro.regression.bootstrap) broadcast_init (class in skpro.registry._tags) broadcast_inner (class in skpro.registry._tags) broadcast_params (class in skpro.registry._tags) BurrIII (class in skpro.distributions) BurrXII (class in skpro.distributions) C C_inner_mtype (class in skpro.registry._tags) capabilities__approx (class in skpro.registry._tags) capabilities__exact (class in skpro.registry._tags) capabilities__undefined (class in skpro.registry._tags) capability__missing (class in skpro.registry._tags) capability__multioutput (class in skpro.registry._tags) capability__survival (class in skpro.registry._tags) capability__update (class in skpro.registry._tags) cdf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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 default_prior_config (skpro.regression.bayesian.BayesianLinearRegressor property) default_sampler_config (skpro.regression.bayesian.BayesianLinearRegressor property) Delta (class in skpro.distributions) DeltaPointRegressor (class in skpro.regression.delta) distr__measuretype (class in skpro.registry._tags) distr__paramtype (class in skpro.registry._tags) E Empirical (class in skpro.distributions) EmpiricalCoverage (class in skpro.metrics) EnbpiRegressor (class in skpro.regression.enbpi) energy() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) Erlang (class in skpro.distributions) estimator_type (class in skpro.registry._tags) evaluate() (in module skpro.benchmarking.evaluate) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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) Exponential (class in skpro.distributions) F FatigueLife (class in skpro.distributions) FDist (class in skpro.distributions) 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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) fitted_named_object_parameters (class in skpro.registry._tags) FitUncensored (class in skpro.survival.compose) G Gamma (class in skpro.distributions) GAMRegressor (class in skpro.regression.gam) GaussianProcess (class in skpro.regression.gp) GeneralizedPareto (class in skpro.distributions) Geometric (class in skpro.distributions) get_class_tag() (skpro.base.BaseEstimator class method) (skpro.base.BaseMetaEstimator class method) (skpro.base.BaseObject class method) (skpro.distributions.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) get_posterior_summary() (skpro.regression.bayesian.BayesianLinearRegressor method) get_prior_summary() (skpro.regression.bayesian.BayesianLinearRegressor method) get_tag() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha class method) (skpro.distributions.base.BaseDistribution class method) (skpro.distributions.Beta class method) (skpro.distributions.Binomial class method) (skpro.distributions.BurrIII class method) (skpro.distributions.BurrXII class method) (skpro.distributions.ChiSquared class method) (skpro.distributions.Delta class method) (skpro.distributions.Empirical class method) (skpro.distributions.Erlang class method) (skpro.distributions.Exponential class method) (skpro.distributions.FatigueLife class method) (skpro.distributions.FDist class method) (skpro.distributions.Fisk class method) (skpro.distributions.Gamma class method) (skpro.distributions.GeneralizedPareto class method) (skpro.distributions.Geometric class method) (skpro.distributions.GumbelL class method) (skpro.distributions.GumbelR class method) (skpro.distributions.HalfCauchy class method) (skpro.distributions.HalfLogistic class method) (skpro.distributions.HalfNormal class method) (skpro.distributions.Histogram class method) (skpro.distributions.Hurdle class method) (skpro.distributions.IID class method) (skpro.distributions.InverseGamma class method) (skpro.distributions.InverseGaussian class method) (skpro.distributions.KernelMixture class method) (skpro.distributions.Laplace class method) (skpro.distributions.LeftTruncated class method) (skpro.distributions.Levy class method) (skpro.distributions.LogGamma class method) (skpro.distributions.Logistic class method) (skpro.distributions.LogLaplace class method) (skpro.distributions.MeanScale class method) (skpro.distributions.Mixture class method) (skpro.distributions.NegativeBinomial class method) (skpro.distributions.Normal class method) (skpro.distributions.NormalMixture class method) (skpro.distributions.Pareto class method) (skpro.distributions.Poisson class method) (skpro.distributions.QPD_B class method) (skpro.distributions.QPD_Empirical class method) (skpro.distributions.QPD_Johnson class method) (skpro.distributions.QPD_S class method) (skpro.distributions.QPD_U class method) (skpro.distributions.Rayleigh class method) (skpro.distributions.Skellam class method) (skpro.distributions.SkewNormal class method) (skpro.distributions.TDistribution class method) (skpro.distributions.TransformedDistribution class method) (skpro.distributions.TruncatedDistribution class method) (skpro.distributions.TruncatedNormal class method) (skpro.distributions.TruncatedPareto class method) (skpro.distributions.Uniform class method) (skpro.distributions.Weibull class method) (skpro.distributions.ZeroInflated class method) (skpro.metrics.AUCalibration class method) (skpro.metrics.ConstraintViolation class method) (skpro.metrics.CRPS class method) (skpro.metrics.EmpiricalCoverage class method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl class method) (skpro.registry._tags.approx_mean_spl class method) (skpro.registry._tags.approx_spl class method) (skpro.registry._tags.approx_var_spl class method) (skpro.registry._tags.authors class method) (skpro.registry._tags.bisect_iter class method) (skpro.registry._tags.broadcast_init class method) (skpro.registry._tags.broadcast_inner class method) (skpro.registry._tags.broadcast_params class method) (skpro.registry._tags.C_inner_mtype class method) (skpro.registry._tags.capabilities__approx class method) (skpro.registry._tags.capabilities__exact class method) (skpro.registry._tags.capabilities__undefined class method) (skpro.registry._tags.capability__missing class method) (skpro.registry._tags.capability__multioutput class method) (skpro.registry._tags.capability__survival class method) (skpro.registry._tags.capability__update class method) (skpro.registry._tags.distr__measuretype class method) (skpro.registry._tags.distr__paramtype class method) (skpro.registry._tags.estimator_type class method) (skpro.registry._tags.fitted_named_object_parameters class method) (skpro.registry._tags.license_type class method) (skpro.registry._tags.lower_is_better class method) (skpro.registry._tags.maintainers class method) (skpro.registry._tags.named_object_parameters class method) (skpro.registry._tags.object_type class method) (skpro.registry._tags.python_dependencies class method) (skpro.registry._tags.python_dependencies_alias class method) (skpro.registry._tags.python_version class method) (skpro.registry._tags.reserved_params class method) (skpro.registry._tags.scitype__y_pred class method) (skpro.registry._tags.tests__libs class method) (skpro.registry._tags.tests__python_dependencies class method) (skpro.registry._tags.tests__skip_by_name class method) (skpro.registry._tags.tests__vm class method) (skpro.registry._tags.X_inner_mtype class method) (skpro.registry._tags.y_inner_mtype class method) (skpro.regression.adapters.sklearn.SklearnProbaReg class method) (skpro.regression.base.BaseProbaRegressor class method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor class method) (skpro.regression.bayesian.BayesianLinearRegressor class method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor class method) (skpro.regression.bootstrap.BootstrapRegressor class method) (skpro.regression.compose.Pipeline class method) (skpro.regression.compose.TransformedTargetRegressor class method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor class method) (skpro.regression.conformal.MapieCrossConformalRegressor class method) (skpro.regression.conformal.MapieSplitConformalRegressor class method) (skpro.regression.cyclic_boosting.CyclicBoosting class method) (skpro.regression.delta.DeltaPointRegressor class method) (skpro.regression.enbpi.EnbpiRegressor class method) (skpro.regression.ensemble.BaggingRegressor class method) (skpro.regression.ensemble.NGBoostRegressor class method) (skpro.regression.gam.GAMRegressor class method) (skpro.regression.gp.GaussianProcess class method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor class method) (skpro.regression.linear.ARDRegression class method) (skpro.regression.linear.BayesianRidge class method) (skpro.regression.linear.GLMRegressor class method) (skpro.regression.linear.GlumRegressor class method) (skpro.regression.linear.PoissonRegressor class method) (skpro.regression.mapie.MapieRegressor class method) (skpro.regression.mdn.MDNRegressor class method) (skpro.regression.multiquantile.MultipleQuantileRegressor class method) (skpro.regression.nonparametric.NadarayaWatsonCDE class method) (skpro.regression.ondil.OndilOnlineGamlss class method) (skpro.regression.online.OnlineDontRefit class method) (skpro.regression.online.OnlineRefit class method) (skpro.regression.online.OnlineRefitEveryN class method) (skpro.regression.residual.ResidualDouble class method) (skpro.regression.xgboostlss.XGBoostLSS class method) (skpro.survival.additive.AalenAdditive 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) GlumRegressor (class in skpro.regression.linear) GridSearchCV (class in skpro.model_selection) GumbelL (class in skpro.distributions) GumbelR (class in skpro.distributions) H HalfCauchy (class in skpro.distributions) HalfLogistic (class in skpro.distributions) HalfNormal (class in skpro.distributions) haz() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) head() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) HistBinnedProbaRegressor (class in skpro.regression.binned._sklearn_bin_regressor) Histogram (class in skpro.distributions) Hurdle (class in skpro.distributions) I iat (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) IID (class in skpro.distributions) iloc (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) IntervalWidth (class in skpro.metrics) InverseGamma (class in skpro.distributions) InverseGaussian (class in skpro.distributions) is_composite() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor property) (skpro.regression.bayesian.BayesianLinearRegressor property) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.compose.TransformedTargetRegressor property) (skpro.regression.conformal.MapieConformalizedQuantileRegressor property) (skpro.regression.conformal.MapieCrossConformalRegressor property) (skpro.regression.conformal.MapieSplitConformalRegressor property) (skpro.regression.cyclic_boosting.CyclicBoosting property) (skpro.regression.delta.DeltaPointRegressor property) (skpro.regression.enbpi.EnbpiRegressor property) (skpro.regression.ensemble.BaggingRegressor property) (skpro.regression.ensemble.NGBoostRegressor property) (skpro.regression.gam.GAMRegressor property) (skpro.regression.gp.GaussianProcess property) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor property) (skpro.regression.linear.ARDRegression property) (skpro.regression.linear.BayesianRidge property) (skpro.regression.linear.GLMRegressor property) (skpro.regression.linear.GlumRegressor property) (skpro.regression.linear.PoissonRegressor property) (skpro.regression.mapie.MapieRegressor property) (skpro.regression.mdn.MDNRegressor property) (skpro.regression.multiquantile.MultipleQuantileRegressor property) (skpro.regression.nonparametric.NadarayaWatsonCDE property) (skpro.regression.ondil.OndilOnlineGamlss property) (skpro.regression.online.OnlineDontRefit property) (skpro.regression.online.OnlineRefit property) (skpro.regression.online.OnlineRefitEveryN property) (skpro.regression.residual.ResidualDouble property) (skpro.regression.xgboostlss.XGBoostLSS property) (skpro.survival.additive.AalenAdditive 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) K KernelMixture (class in skpro.distributions) L Laplace (class in skpro.distributions) LeftTruncated (class in skpro.distributions) Levy (class in skpro.distributions) license_type (class in skpro.registry._tags) LinearizedLogLoss (class in skpro.metrics) loc (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) log_pdf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) log_pmf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) LogGamma (class in skpro.distributions) Logistic (class in skpro.distributions) LogLaplace (class in skpro.distributions) LogLoss (class in skpro.metrics) lower_is_better (class in skpro.registry._tags) M maintainers (class in skpro.registry._tags) MapieConformalizedQuantileRegressor (class in skpro.regression.conformal) MapieCrossConformalRegressor (class in skpro.regression.conformal) MapieJackknifeAfterBootstrapRegressor (class in skpro.regression.jackknife) MapieRegressor (class in skpro.regression.mapie) MapieSplitConformalRegressor (class in skpro.regression.conformal) MDNRegressor (class in skpro.regression.mdn) mean() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) MeanScale (class in skpro.distributions) 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 NadarayaWatsonCDE (class in skpro.regression.nonparametric) name (skpro.base.BaseEstimator property) (skpro.base.BaseMetaEstimator property) (skpro.base.BaseObject property) (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) (skpro.metrics.AUCalibration property) (skpro.metrics.ConstraintViolation property) (skpro.metrics.CRPS property) (skpro.metrics.EmpiricalCoverage property) (skpro.metrics.IntervalWidth 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.bayesian.BayesianConjugateLinearRegressor property) (skpro.regression.bayesian.BayesianLinearRegressor property) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor property) (skpro.regression.bootstrap.BootstrapRegressor property) (skpro.regression.compose.Pipeline property) (skpro.regression.compose.TransformedTargetRegressor property) (skpro.regression.conformal.MapieConformalizedQuantileRegressor property) (skpro.regression.conformal.MapieCrossConformalRegressor property) (skpro.regression.conformal.MapieSplitConformalRegressor property) (skpro.regression.cyclic_boosting.CyclicBoosting property) (skpro.regression.delta.DeltaPointRegressor property) (skpro.regression.enbpi.EnbpiRegressor property) (skpro.regression.ensemble.BaggingRegressor property) (skpro.regression.ensemble.NGBoostRegressor property) (skpro.regression.gam.GAMRegressor property) (skpro.regression.gp.GaussianProcess property) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor property) (skpro.regression.linear.ARDRegression property) (skpro.regression.linear.BayesianRidge property) (skpro.regression.linear.GLMRegressor property) (skpro.regression.linear.GlumRegressor property) (skpro.regression.linear.PoissonRegressor property) (skpro.regression.mapie.MapieRegressor property) (skpro.regression.mdn.MDNRegressor property) (skpro.regression.multiquantile.MultipleQuantileRegressor property) (skpro.regression.nonparametric.NadarayaWatsonCDE property) (skpro.regression.ondil.OndilOnlineGamlss property) (skpro.regression.online.OnlineDontRefit property) (skpro.regression.online.OnlineRefit property) (skpro.regression.online.OnlineRefitEveryN property) (skpro.regression.residual.ResidualDouble property) (skpro.regression.xgboostlss.XGBoostLSS property) (skpro.survival.additive.AalenAdditive 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_object_parameters (class in skpro.registry._tags) named_steps (skpro.regression.compose.Pipeline property) ndim (skpro.distributions.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) NegativeBinomial (class in skpro.distributions) NGBoostRegressor (class in skpro.regression.ensemble) NGBoostSurvival (class in skpro.survival.ensemble) Normal (class in skpro.distributions) NormalMixture (class in skpro.distributions) O object_type (class in skpro.registry._tags) OndilOnlineGamlss (class in skpro.regression.ondil) OnlineDontRefit (class in skpro.regression.online) OnlineRefit (class in skpro.regression.online) OnlineRefitEveryN (class in skpro.regression.online) P Pareto (class in skpro.distributions) pdf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) pdfnorm() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) PinballLoss (class in skpro.metrics) Pipeline (class in skpro.regression.compose) plot() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated 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) plot_ppc() (skpro.regression.bayesian.BayesianLinearRegressor method) pmf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) Poisson (class in skpro.distributions) PoissonRegressor (class in skpro.regression.linear) ppf() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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) python_dependencies (class in skpro.registry._tags) python_dependencies_alias (class in skpro.registry._tags) python_version (class in skpro.registry._tags) Q QPD_B (class in skpro.distributions) QPD_Empirical (class in skpro.distributions) QPD_Johnson (class in skpro.distributions) QPD_S (class in skpro.distributions) QPD_U (class in skpro.distributions) quantile() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) R RandomizedSearchCV (class in skpro.model_selection) Rayleigh (class in skpro.distributions) regressor_ (skpro.regression.compose.Pipeline property) reserved_params (class in skpro.registry._tags) reset() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) sample_in_sample_posterior_predictive() (skpro.regression.bayesian.BayesianLinearRegressor method) sample_posterior() (skpro.regression.bayesian.BayesianLinearRegressor method) sample_prior() (skpro.regression.bayesian.BayesianLinearRegressor method) scale (skpro.distributions.GeneralizedPareto property) scitype() (in module skpro.datatypes) scitype__y_pred (class in skpro.registry._tags) scitype_to_mtype() (in module skpro.datatypes) set_config() (skpro.base.BaseEstimator method) (skpro.base.BaseMetaEstimator method) (skpro.base.BaseObject method) (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) (skpro.metrics.AUCalibration method) (skpro.metrics.ConstraintViolation method) (skpro.metrics.CRPS method) (skpro.metrics.EmpiricalCoverage method) (skpro.metrics.IntervalWidth 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.registry._tags.approx_energy_spl method) (skpro.registry._tags.approx_mean_spl method) (skpro.registry._tags.approx_spl method) (skpro.registry._tags.approx_var_spl method) (skpro.registry._tags.authors method) (skpro.registry._tags.bisect_iter method) (skpro.registry._tags.broadcast_init method) (skpro.registry._tags.broadcast_inner method) (skpro.registry._tags.broadcast_params method) (skpro.registry._tags.C_inner_mtype method) (skpro.registry._tags.capabilities__approx method) (skpro.registry._tags.capabilities__exact method) (skpro.registry._tags.capabilities__undefined method) (skpro.registry._tags.capability__missing method) (skpro.registry._tags.capability__multioutput method) (skpro.registry._tags.capability__survival method) (skpro.registry._tags.capability__update method) (skpro.registry._tags.distr__measuretype method) (skpro.registry._tags.distr__paramtype method) (skpro.registry._tags.estimator_type method) (skpro.registry._tags.fitted_named_object_parameters method) (skpro.registry._tags.license_type method) (skpro.registry._tags.lower_is_better method) (skpro.registry._tags.maintainers method) (skpro.registry._tags.named_object_parameters method) (skpro.registry._tags.object_type method) (skpro.registry._tags.python_dependencies method) (skpro.registry._tags.python_dependencies_alias method) (skpro.registry._tags.python_version method) (skpro.registry._tags.reserved_params method) (skpro.registry._tags.scitype__y_pred method) (skpro.registry._tags.tests__libs method) (skpro.registry._tags.tests__python_dependencies method) (skpro.registry._tags.tests__skip_by_name method) (skpro.registry._tags.tests__vm method) (skpro.registry._tags.X_inner_mtype method) (skpro.registry._tags.y_inner_mtype method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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.Alpha property) (skpro.distributions.base.BaseDistribution property) (skpro.distributions.Beta property) (skpro.distributions.Binomial property) (skpro.distributions.BurrIII property) (skpro.distributions.BurrXII property) (skpro.distributions.ChiSquared property) (skpro.distributions.Delta property) (skpro.distributions.Empirical property) (skpro.distributions.Erlang property) (skpro.distributions.Exponential property) (skpro.distributions.FatigueLife property) (skpro.distributions.FDist property) (skpro.distributions.Fisk property) (skpro.distributions.Gamma property) (skpro.distributions.GeneralizedPareto property) (skpro.distributions.Geometric property) (skpro.distributions.GumbelL property) (skpro.distributions.GumbelR property) (skpro.distributions.HalfCauchy property) (skpro.distributions.HalfLogistic property) (skpro.distributions.HalfNormal property) (skpro.distributions.Histogram property) (skpro.distributions.Hurdle property) (skpro.distributions.IID property) (skpro.distributions.InverseGamma property) (skpro.distributions.InverseGaussian property) (skpro.distributions.KernelMixture property) (skpro.distributions.Laplace property) (skpro.distributions.LeftTruncated property) (skpro.distributions.Levy property) (skpro.distributions.LogGamma property) (skpro.distributions.Logistic property) (skpro.distributions.LogLaplace property) (skpro.distributions.MeanScale property) (skpro.distributions.Mixture property) (skpro.distributions.NegativeBinomial property) (skpro.distributions.Normal property) (skpro.distributions.NormalMixture property) (skpro.distributions.Pareto property) (skpro.distributions.Poisson property) (skpro.distributions.QPD_B property) (skpro.distributions.QPD_Empirical property) (skpro.distributions.QPD_Johnson property) (skpro.distributions.QPD_S property) (skpro.distributions.QPD_U property) (skpro.distributions.Rayleigh property) (skpro.distributions.Skellam property) (skpro.distributions.SkewNormal property) (skpro.distributions.TDistribution property) (skpro.distributions.TransformedDistribution property) (skpro.distributions.TruncatedDistribution property) (skpro.distributions.TruncatedNormal property) (skpro.distributions.TruncatedPareto property) (skpro.distributions.Uniform property) (skpro.distributions.Weibull property) (skpro.distributions.ZeroInflated property) Skellam (class in skpro.distributions) SkewNormal (class in skpro.distributions) 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.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated 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 tail() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) TDistribution (class in skpro.distributions) tests__libs (class in skpro.registry._tags) tests__python_dependencies (class in skpro.registry._tags) tests__skip_by_name (class in skpro.registry._tags) tests__vm (class in skpro.registry._tags) to_df() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) to_str() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) TransformedDistribution (class in skpro.distributions) TransformedTargetRegressor (class in skpro.regression.compose) TruncatedDistribution (class in skpro.distributions) TruncatedNormal (class in skpro.distributions) TruncatedPareto (class in skpro.distributions) U Uniform (class in skpro.distributions) update() (skpro.model_selection.GridSearchCV method) (skpro.model_selection.RandomizedSearchCV method) (skpro.regression.adapters.sklearn.SklearnProbaReg method) (skpro.regression.base.BaseProbaRegressor method) (skpro.regression.bayesian.BayesianConjugateLinearRegressor method) (skpro.regression.bayesian.BayesianLinearRegressor method) (skpro.regression.binned._sklearn_bin_regressor.HistBinnedProbaRegressor method) (skpro.regression.bootstrap.BootstrapRegressor method) (skpro.regression.compose.Pipeline method) (skpro.regression.compose.TransformedTargetRegressor method) (skpro.regression.conformal.MapieConformalizedQuantileRegressor method) (skpro.regression.conformal.MapieCrossConformalRegressor method) (skpro.regression.conformal.MapieSplitConformalRegressor method) (skpro.regression.cyclic_boosting.CyclicBoosting method) (skpro.regression.delta.DeltaPointRegressor method) (skpro.regression.enbpi.EnbpiRegressor method) (skpro.regression.ensemble.BaggingRegressor method) (skpro.regression.ensemble.NGBoostRegressor method) (skpro.regression.gam.GAMRegressor method) (skpro.regression.gp.GaussianProcess method) (skpro.regression.jackknife.MapieJackknifeAfterBootstrapRegressor method) (skpro.regression.linear.ARDRegression method) (skpro.regression.linear.BayesianRidge method) (skpro.regression.linear.GLMRegressor method) (skpro.regression.linear.GlumRegressor method) (skpro.regression.linear.PoissonRegressor method) (skpro.regression.mapie.MapieRegressor method) (skpro.regression.mdn.MDNRegressor method) (skpro.regression.multiquantile.MultipleQuantileRegressor method) (skpro.regression.nonparametric.NadarayaWatsonCDE method) (skpro.regression.ondil.OndilOnlineGamlss method) (skpro.regression.online.OnlineDontRefit method) (skpro.regression.online.OnlineRefit method) (skpro.regression.online.OnlineRefitEveryN method) (skpro.regression.residual.ResidualDouble method) (skpro.regression.xgboostlss.XGBoostLSS method) (skpro.survival.additive.AalenAdditive 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) V var() (skpro.distributions.Alpha method) (skpro.distributions.base.BaseDistribution method) (skpro.distributions.Beta method) (skpro.distributions.Binomial method) (skpro.distributions.BurrIII method) (skpro.distributions.BurrXII method) (skpro.distributions.ChiSquared method) (skpro.distributions.Delta method) (skpro.distributions.Empirical method) (skpro.distributions.Erlang method) (skpro.distributions.Exponential method) (skpro.distributions.FatigueLife method) (skpro.distributions.FDist method) (skpro.distributions.Fisk method) (skpro.distributions.Gamma method) (skpro.distributions.GeneralizedPareto method) (skpro.distributions.Geometric method) (skpro.distributions.GumbelL method) (skpro.distributions.GumbelR method) (skpro.distributions.HalfCauchy method) (skpro.distributions.HalfLogistic method) (skpro.distributions.HalfNormal method) (skpro.distributions.Histogram method) (skpro.distributions.Hurdle method) (skpro.distributions.IID method) (skpro.distributions.InverseGamma method) (skpro.distributions.InverseGaussian method) (skpro.distributions.KernelMixture method) (skpro.distributions.Laplace method) (skpro.distributions.LeftTruncated method) (skpro.distributions.Levy method) (skpro.distributions.LogGamma method) (skpro.distributions.Logistic method) (skpro.distributions.LogLaplace method) (skpro.distributions.MeanScale method) (skpro.distributions.Mixture method) (skpro.distributions.NegativeBinomial method) (skpro.distributions.Normal method) (skpro.distributions.NormalMixture method) (skpro.distributions.Pareto method) (skpro.distributions.Poisson method) (skpro.distributions.QPD_B method) (skpro.distributions.QPD_Empirical method) (skpro.distributions.QPD_Johnson method) (skpro.distributions.QPD_S method) (skpro.distributions.QPD_U method) (skpro.distributions.Rayleigh method) (skpro.distributions.Skellam method) (skpro.distributions.SkewNormal method) (skpro.distributions.TDistribution method) (skpro.distributions.TransformedDistribution method) (skpro.distributions.TruncatedDistribution method) (skpro.distributions.TruncatedNormal method) (skpro.distributions.TruncatedPareto method) (skpro.distributions.Uniform method) (skpro.distributions.Weibull method) (skpro.distributions.ZeroInflated method) visualize_model() (skpro.regression.bayesian.BayesianLinearRegressor method) W Weibull (class in skpro.distributions) X X_inner_mtype (class in skpro.registry._tags) XGBoostLSS (class in skpro.regression.xgboostlss) Y y_inner_mtype (class in skpro.registry._tags) Z ZeroInflated (class in skpro.distributions)
