cyclic_boosting#
- cyclic_boosting package
- Subpackages
- Submodules
- cyclic_boosting.GBSregression module
- cyclic_boosting.base module
CyclicBoostingBaseCyclicBoostingBase.global_scale_link_CyclicBoostingBase.stop_criteria_CyclicBoostingBase.calc_parameters()CyclicBoostingBase.calibrate_to_weighted_mean()CyclicBoostingBase.cb_features()CyclicBoostingBase.feature_iteration()CyclicBoostingBase.fit()CyclicBoostingBase.fit_transform()CyclicBoostingBase.get_feature_contributions()CyclicBoostingBase.get_feature_importances()CyclicBoostingBase.get_state()CyclicBoostingBase.get_subestimators_as_items()CyclicBoostingBase.global_scale_CyclicBoostingBase.inc_fittingCyclicBoostingBase.is_diverged()CyclicBoostingBase.learning_rate()CyclicBoostingBase.loss()CyclicBoostingBase.no_deepcopyCyclicBoostingBase.precalc_parameters()CyclicBoostingBase.predict()CyclicBoostingBase.predict_extended()CyclicBoostingBase.prepare_plots()CyclicBoostingBase.remove_preds()CyclicBoostingBase.required_columns()CyclicBoostingBase.set_feature_importances()CyclicBoostingBase.supports_pandasCyclicBoostingBase.transform()CyclicBoostingBase.visit_factors()
calc_factors_generic()gaussian_matching_by_quantiles()
- cyclic_boosting.classification module
- cyclic_boosting.common_smoothers module
- cyclic_boosting.features module
FeatureFeature.bin_centersFeature.bind_data()Feature.clear_feature_reference()Feature.dimFeature.factor_link_nan_binFeature.finite_bin_weightsumsFeature.is_1dimFeature.missing_not_learnedFeature.n_binsFeature.n_bins_finiteFeature.nan_bin_weightsumFeature.prepare_feature()Feature.set_feature_bin_deviations_from_neutral()Feature.unbind_data()Feature.unbind_factor_data()Feature.unfitted_factor_link_nan_binFeature.update_factors()
FeatureIDFeatureListFeatureTypescreate_feature_id()create_features()
- cyclic_boosting.flags module
- cyclic_boosting.learning_rate module
- cyclic_boosting.link module
- cyclic_boosting.location module
- cyclic_boosting.nbinom module
- cyclic_boosting.observers module
- cyclic_boosting.pipelines module
pipeline_CB()pipeline_CBAdditiveGenericRegressor()pipeline_CBAdditiveQuantileRegressor()pipeline_CBClassifier()pipeline_CBExponential()pipeline_CBGBSRegressor()pipeline_CBGenericClassifier()pipeline_CBLocPoissonRegressor()pipeline_CBLocationRegressor()pipeline_CBMultiplicativeGenericRegressor()pipeline_CBMultiplicativeQuantileRegressor()pipeline_CBNBinomC()pipeline_CBNBinomRegressor()pipeline_CBPoissonRegressor()
- cyclic_boosting.price module
- cyclic_boosting.regression module
- cyclic_boosting.utils module
ConvergenceErrorConvergenceParametersarange_multi()bin_steps()calc_linear_bins()calc_means_medians()calc_weighted_quantile()clone()continuous_quantile_from_discrete_pdf()digitize()generator_to_decorator()get_X_column()get_bin_bounds()get_feature_column_names()get_normalized_values()linear_regression()multidim_binnos_to_lexicographic_binnos()nans()neutralize_one_dim_influence()not_seen_events()regularize_to_error_weighted_mean()regularize_to_error_weighted_mean_neighbors()regularize_to_prior_expectation()slice_finite_semi_positive()smear_discrete_cdftruth()smear_discrete_cdftruth_qpd()weighted_stddev()
- Module contents
CBAdditiveGenericRegressorCBAdditiveQuantileRegressorCBClassifierCBExponentialCBGBSRegressorCBGenericClassifierCBLocPoissonRegressorCBLocationRegressorCBMultiplicativeGenericRegressorCBMultiplicativeQuantileRegressorCBNBinomCCBNBinomRegressorCBPoissonRegressorCyclicBoostingBaseCyclicBoostingBase.global_scale_link_CyclicBoostingBase.stop_criteria_CyclicBoostingBase.calc_parameters()CyclicBoostingBase.calibrate_to_weighted_mean()CyclicBoostingBase.cb_features()CyclicBoostingBase.feature_iteration()CyclicBoostingBase.fit()CyclicBoostingBase.fit_transform()CyclicBoostingBase.get_feature_contributions()CyclicBoostingBase.get_feature_importances()CyclicBoostingBase.get_state()CyclicBoostingBase.get_subestimators_as_items()CyclicBoostingBase.global_scale_CyclicBoostingBase.inc_fittingCyclicBoostingBase.is_diverged()CyclicBoostingBase.learning_rate()CyclicBoostingBase.loss()CyclicBoostingBase.no_deepcopyCyclicBoostingBase.precalc_parameters()CyclicBoostingBase.predict()CyclicBoostingBase.predict_extended()CyclicBoostingBase.prepare_plots()CyclicBoostingBase.remove_preds()CyclicBoostingBase.required_columns()CyclicBoostingBase.set_feature_importances()CyclicBoostingBase.supports_pandasCyclicBoostingBase.transform()CyclicBoostingBase.visit_factors()
pipeline_CBAdditiveGenericRegressor()pipeline_CBAdditiveQuantileRegressor()pipeline_CBClassifier()pipeline_CBExponential()pipeline_CBGBSRegressor()pipeline_CBGenericClassifier()pipeline_CBLocPoissonRegressor()pipeline_CBLocationRegressor()pipeline_CBMultiplicativeGenericRegressor()pipeline_CBMultiplicativeQuantileRegressor()pipeline_CBNBinomC()pipeline_CBNBinomRegressor()pipeline_CBPoissonRegressor()