cyclic_boosting#
- cyclic_boosting package
- Subpackages
- Submodules
- cyclic_boosting.GBSregression module
- cyclic_boosting.base module
CyclicBoostingBase
CyclicBoostingBase.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_fitting
CyclicBoostingBase.is_diverged()
CyclicBoostingBase.learning_rate()
CyclicBoostingBase.loss()
CyclicBoostingBase.no_deepcopy
CyclicBoostingBase.precalc_parameters()
CyclicBoostingBase.predict()
CyclicBoostingBase.predict_extended()
CyclicBoostingBase.prepare_plots()
CyclicBoostingBase.remove_preds()
CyclicBoostingBase.required_columns()
CyclicBoostingBase.set_feature_importances()
CyclicBoostingBase.supports_pandas
CyclicBoostingBase.transform()
CyclicBoostingBase.visit_factors()
calc_factors_generic()
gaussian_matching_by_quantiles()
- cyclic_boosting.classification module
- cyclic_boosting.common_smoothers module
- cyclic_boosting.features module
Feature
Feature.bin_centers
Feature.bind_data()
Feature.clear_feature_reference()
Feature.dim
Feature.factor_link_nan_bin
Feature.finite_bin_weightsums
Feature.is_1dim
Feature.missing_not_learned
Feature.n_bins
Feature.n_bins_finite
Feature.nan_bin_weightsum
Feature.prepare_feature()
Feature.set_feature_bin_deviations_from_neutral()
Feature.unbind_data()
Feature.unbind_factor_data()
Feature.unfitted_factor_link_nan_bin
Feature.update_factors()
FeatureID
FeatureList
FeatureTypes
create_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_CBAdditiveGenericCRegressor()
pipeline_CBAdditiveQuantileRegressor()
pipeline_CBClassifier()
pipeline_CBExponential()
pipeline_CBGBSRegressor()
pipeline_CBGenericClassifier()
pipeline_CBLocPoissonRegressor()
pipeline_CBLocationRegressor()
pipeline_CBMultiplicativeGenericCRegressor()
pipeline_CBMultiplicativeQuantileRegressor()
pipeline_CBNBinomC()
pipeline_CBNBinomRegressor()
pipeline_CBPoissonRegressor()
- cyclic_boosting.price module
- cyclic_boosting.regression module
- cyclic_boosting.utils module
ConvergenceError
ConvergenceParameters
arange_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
CBAdditiveGenericCRegressor
CBAdditiveQuantileRegressor
CBClassifier
CBExponential
CBGBSRegressor
CBGenericClassifier
CBLocPoissonRegressor
CBLocationRegressor
CBMultiplicativeGenericCRegressor
CBMultiplicativeQuantileRegressor
CBNBinomC
CBNBinomRegressor
CBPoissonRegressor
CyclicBoostingBase
CyclicBoostingBase.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_fitting
CyclicBoostingBase.is_diverged()
CyclicBoostingBase.learning_rate()
CyclicBoostingBase.loss()
CyclicBoostingBase.no_deepcopy
CyclicBoostingBase.precalc_parameters()
CyclicBoostingBase.predict()
CyclicBoostingBase.predict_extended()
CyclicBoostingBase.prepare_plots()
CyclicBoostingBase.remove_preds()
CyclicBoostingBase.required_columns()
CyclicBoostingBase.set_feature_importances()
CyclicBoostingBase.supports_pandas
CyclicBoostingBase.transform()
CyclicBoostingBase.visit_factors()
pipeline_CBAdditiveGenericCRegressor()
pipeline_CBAdditiveQuantileRegressor()
pipeline_CBClassifier()
pipeline_CBExponential()
pipeline_CBGBSRegressor()
pipeline_CBGenericClassifier()
pipeline_CBLocPoissonRegressor()
pipeline_CBLocationRegressor()
pipeline_CBMultiplicativeGenericCRegressor()
pipeline_CBMultiplicativeQuantileRegressor()
pipeline_CBNBinomC()
pipeline_CBNBinomRegressor()
pipeline_CBPoissonRegressor()