Index _ | A | B | C | D | E | F | G | I | L | M | N | O | P | Q | R | S | T | V | X _ __add__() (bridgescaler.distributed.DBaseScaler method) (bridgescaler.distributed.DMinMaxScaler method) (bridgescaler.distributed.DQuantileScaler method) (bridgescaler.distributed.DStandardScaler method) (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.distributed_tensor.DMinMaxScalerTensor method) (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.distributed_tensor.DStandardScalerTensor method) (bridgescaler.DMinMaxScaler method) (bridgescaler.DQuantileScaler method) (bridgescaler.DStandardScaler method) __commit_id__ (in module bridgescaler._version) __version__ (in module bridgescaler._version) __version_tuple__ (in module bridgescaler._version) _fit (bridgescaler.distributed.DBaseScaler attribute) (bridgescaler.distributed_tensor.DBaseScalerTensor attribute) _fit() (bridgescaler.group.GroupBaseScaler method) (bridgescaler.group.GroupMinMaxScaler method) (bridgescaler.group.GroupRobustScaler method) (bridgescaler.group.GroupStandardScaler method) (bridgescaler.GroupMinMaxScaler method) (bridgescaler.GroupRobustScaler method) (bridgescaler.GroupStandardScaler method) _inverse_transform_col() (bridgescaler.deep.DeepQuantileTransformer method) (bridgescaler.DeepQuantileTransformer method) _inverse_transform_column() (bridgescaler.group.GroupBaseScaler method) (bridgescaler.group.GroupMinMaxScaler method) (bridgescaler.group.GroupRobustScaler method) (bridgescaler.group.GroupStandardScaler method) (bridgescaler.GroupMinMaxScaler method) (bridgescaler.GroupRobustScaler method) (bridgescaler.GroupStandardScaler method) _transform_col() (bridgescaler.deep.DeepQuantileTransformer method) (bridgescaler.DeepQuantileTransformer method) _transform_column() (bridgescaler.group.GroupBaseScaler method) (bridgescaler.group.GroupMinMaxScaler method) (bridgescaler.group.GroupRobustScaler method) (bridgescaler.group.GroupStandardScaler method) (bridgescaler.GroupMinMaxScaler method) (bridgescaler.GroupRobustScaler method) (bridgescaler.GroupStandardScaler method) A add_variables() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) apply_to_dict_leaves() (in module bridgescaler.backend), [1] attributes_to_td_objs() (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.DQuantileScaler method), [1] B backend_test module bridgescaler module, [1] bridgescaler._version module bridgescaler.backend module, [1] bridgescaler.deep module, [1] bridgescaler.distributed module, [1] bridgescaler.distributed_tensor module bridgescaler.group module, [1] C center_ (bridgescaler.group.GroupRobustScaler attribute) (bridgescaler.group.GroupStandardScaler attribute) (bridgescaler.GroupRobustScaler attribute) (bridgescaler.GroupStandardScaler attribute) CENTROID_DTYPE (in module bridgescaler.distributed) (in module bridgescaler.distributed_tensor) centroids_ (bridgescaler.distributed.DQuantileScaler attribute) (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) (bridgescaler.DQuantileScaler attribute) centroids_mean_tensor (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) centroids_weight_tensor (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) channels_last (bridgescaler.distributed.DBaseScaler attribute) (bridgescaler.distributed.DQuantileScaler attribute), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor attribute) (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) (bridgescaler.DQuantileScaler attribute), [1] commit_id (in module bridgescaler._version) compression (bridgescaler.distributed.DQuantileScaler attribute), [1], [2] (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute), [1] (bridgescaler.DQuantileScaler attribute), [1], [2] create_synthetic_data() (in module bridgescaler.backend), [1] D DBaseScaler (class in bridgescaler.distributed), [1] DBaseScalerTensor (class in bridgescaler.distributed_tensor) deep_test module DeepMinMaxScaler (class in bridgescaler), [1] (class in bridgescaler.deep), [1] DeepQuantileTransformer (class in bridgescaler), [1] (class in bridgescaler.deep), [1] DeepStandardScaler (class in bridgescaler), [1] (class in bridgescaler.deep), [1] default() (bridgescaler.backend.NumpyEncoder method), [1] distributed_tensor_test module distributed_test module distribution (bridgescaler.distributed.DQuantileScaler attribute), [1], [2] (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute), [1] (bridgescaler.DQuantileScaler attribute), [1], [2] DMinMaxScaler (class in bridgescaler), [1] (class in bridgescaler.distributed), [1] DMinMaxScalerTensor (class in bridgescaler.distributed_tensor) DQuantileScaler (class in bridgescaler), [1] (class in bridgescaler.distributed), [1] DQuantileScalerTensor (class in bridgescaler.distributed_tensor) DStandardScaler (class in bridgescaler), [1] (class in bridgescaler.distributed), [1] DStandardScalerTensor (class in bridgescaler.distributed_tensor) E ensure_torch() (in module bridgescaler.backend), [1] extract_array() (bridgescaler.distributed.DBaseScaler static method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor static method) extract_x_columns() (bridgescaler.distributed.DBaseScaler static method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.group.GroupBaseScaler method), [1] F feature_range (bridgescaler.group.GroupMinMaxScaler attribute) (bridgescaler.GroupMinMaxScaler attribute) find_group() (bridgescaler.group.GroupBaseScaler method), [1] fit() (bridgescaler.deep.DeepMinMaxScaler method), [1] (bridgescaler.deep.DeepQuantileTransformer method), [1] (bridgescaler.deep.DeepStandardScaler method), [1] (bridgescaler.DeepMinMaxScaler method), [1] (bridgescaler.DeepQuantileTransformer method), [1] (bridgescaler.DeepStandardScaler method), [1] (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed.DMinMaxScaler method), [1] (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed.DStandardScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.distributed_tensor.DMinMaxScalerTensor method) (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.distributed_tensor.DStandardScalerTensor method) (bridgescaler.DMinMaxScaler method), [1] (bridgescaler.DQuantileScaler method), [1] (bridgescaler.DStandardScaler method), [1] (bridgescaler.group.GroupBaseScaler method), [1] fit_transform() (bridgescaler.deep.DeepMinMaxScaler method), [1] (bridgescaler.deep.DeepQuantileTransformer method), [1] (bridgescaler.deep.DeepStandardScaler method), [1] (bridgescaler.DeepMinMaxScaler method), [1] (bridgescaler.DeepQuantileTransformer method), [1] (bridgescaler.DeepStandardScaler method), [1] (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.DQuantileScaler method), [1] (bridgescaler.group.GroupBaseScaler method), [1] fit_variable() (in module bridgescaler.distributed), [1] fit_variable_tensor() (in module bridgescaler.distributed_tensor) fitted_ (bridgescaler.deep.DeepQuantileTransformer attribute) (bridgescaler.DeepQuantileTransformer attribute) G get_column_order() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) get_scales() (bridgescaler.distributed.DMinMaxScaler method), [1] (bridgescaler.distributed.DStandardScaler method), [1] (bridgescaler.distributed_tensor.DMinMaxScalerTensor method) (bridgescaler.distributed_tensor.DStandardScalerTensor method) (bridgescaler.DMinMaxScaler method), [1] (bridgescaler.DStandardScaler method), [1] group_index_ (bridgescaler.group.GroupBaseScaler attribute) group_test module GroupBaseScaler (class in bridgescaler.group), [1] GroupMinMaxScaler (class in bridgescaler), [1] (class in bridgescaler.group), [1] GroupRobustScaler (class in bridgescaler), [1] (class in bridgescaler.group), [1] groups_ (bridgescaler.group.GroupBaseScaler attribute) GroupStandardScaler (class in bridgescaler), [1] (class in bridgescaler.group), [1] I inv_transform_variable() (in module bridgescaler.distributed), [1] inv_transform_variable_tensor() (in module bridgescaler.distributed_tensor) inverse_transform() (bridgescaler.deep.DeepMinMaxScaler method), [1] (bridgescaler.deep.DeepQuantileTransformer method), [1] (bridgescaler.deep.DeepStandardScaler method), [1] (bridgescaler.DeepMinMaxScaler method), [1] (bridgescaler.DeepQuantileTransformer method), [1] (bridgescaler.DeepStandardScaler method), [1] (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed.DMinMaxScaler method), [1] (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed.DStandardScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.distributed_tensor.DMinMaxScalerTensor method) (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.distributed_tensor.DStandardScalerTensor method) (bridgescaler.DMinMaxScaler method), [1] (bridgescaler.DQuantileScaler method), [1] (bridgescaler.DStandardScaler method), [1] (bridgescaler.group.GroupBaseScaler method), [1] is_array_ (bridgescaler.distributed.DBaseScaler attribute) is_fit() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) L load_scaler() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] load_scaler_dict() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] M make_test_data() (in module distributed_tensor_test) (in module distributed_test) max_ (bridgescaler.deep.DeepMinMaxScaler attribute) (bridgescaler.DeepMinMaxScaler attribute) (bridgescaler.distributed.DQuantileScaler attribute) (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) (bridgescaler.DQuantileScaler attribute) max_tensor (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) max_val (bridgescaler.distributed.DQuantileScaler attribute), [1], [2] (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute), [1] (bridgescaler.DQuantileScaler attribute), [1], [2] max_x_ (bridgescaler.distributed.DMinMaxScaler attribute) (bridgescaler.distributed_tensor.DMinMaxScalerTensor attribute) (bridgescaler.DMinMaxScaler attribute) maxes_ (bridgescaler.group.GroupMinMaxScaler attribute) (bridgescaler.GroupMinMaxScaler attribute) mean_ (bridgescaler.deep.DeepStandardScaler attribute) (bridgescaler.DeepStandardScaler attribute) mean_x_ (bridgescaler.distributed.DStandardScaler attribute) (bridgescaler.distributed_tensor.DStandardScalerTensor attribute) (bridgescaler.DStandardScaler attribute) min_ (bridgescaler.deep.DeepMinMaxScaler attribute) (bridgescaler.DeepMinMaxScaler attribute) (bridgescaler.distributed.DQuantileScaler attribute) (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) (bridgescaler.DQuantileScaler attribute) min_tensor (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) min_val (bridgescaler.distributed.DQuantileScaler attribute), [1], [2] (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute), [1] (bridgescaler.DQuantileScaler attribute), [1], [2] min_x_ (bridgescaler.distributed.DMinMaxScaler attribute) (bridgescaler.distributed_tensor.DMinMaxScalerTensor attribute) (bridgescaler.DMinMaxScaler attribute) mins_ (bridgescaler.group.GroupMinMaxScaler attribute) (bridgescaler.GroupMinMaxScaler attribute) module backend_test bridgescaler, [1] bridgescaler._version bridgescaler.backend, [1] bridgescaler.deep, [1] bridgescaler.distributed, [1] bridgescaler.distributed_tensor bridgescaler.group, [1] deep_test distributed_tensor_test distributed_test group_test N n_ (bridgescaler.distributed.DStandardScaler attribute) (bridgescaler.distributed_tensor.DStandardScalerTensor attribute) (bridgescaler.DStandardScaler attribute) n_quantiles (bridgescaler.deep.DeepQuantileTransformer attribute), [1], [2] (bridgescaler.DeepQuantileTransformer attribute), [1], [2] NumpyEncoder (class in bridgescaler.backend), [1] O object_hook() (in module bridgescaler.backend), [1] P package_transformed_x() (bridgescaler.distributed.DBaseScaler static method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor static method) (bridgescaler.group.GroupBaseScaler static method), [1] print_scaler() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] process_x_for_transform() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) Q quantiles_ (bridgescaler.deep.DeepQuantileTransformer attribute) (bridgescaler.DeepQuantileTransformer attribute) quartile_range (bridgescaler.group.GroupRobustScaler attribute) (bridgescaler.GroupRobustScaler attribute) R read_scaler() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] references_ (bridgescaler.deep.DeepQuantileTransformer attribute) (bridgescaler.DeepQuantileTransformer attribute) reshape_to_channels_first() (bridgescaler.distributed_tensor.DBaseScalerTensor static method) reshape_to_channels_last() (bridgescaler.distributed_tensor.DBaseScalerTensor static method) S save_scaler() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] save_scaler_dict() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] scale_ (bridgescaler.group.GroupRobustScaler attribute) (bridgescaler.group.GroupStandardScaler attribute) (bridgescaler.GroupRobustScaler attribute) (bridgescaler.GroupStandardScaler attribute) scale_var_dict() (in module bridgescaler), [1] (in module bridgescaler.backend), [1] scaler_objs (in module backend_test) (in module bridgescaler.backend) sd_ (bridgescaler.deep.DeepStandardScaler attribute) (bridgescaler.DeepStandardScaler attribute) set_channel_dim() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) set_groups() (bridgescaler.group.GroupBaseScaler method), [1] size_ (bridgescaler.distributed.DQuantileScaler attribute) (bridgescaler.distributed_tensor.DQuantileScalerTensor attribute) (bridgescaler.DQuantileScaler attribute) start (in module distributed_test) stochastic (bridgescaler.deep.DeepQuantileTransformer attribute), [1], [2] (bridgescaler.DeepQuantileTransformer attribute), [1], [2] subset_columns() (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) T td_objs_to_attributes() (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.DQuantileScaler method), [1] tdigest_cdf() (in module bridgescaler.distributed) tdigest_cdf_tensor() (in module bridgescaler.distributed_tensor) tdigest_quantile() (in module bridgescaler.distributed) tdigest_quantile_tensor() (in module bridgescaler.distributed_tensor) tensorize_attributes() (bridgescaler.distributed_tensor.DQuantileScalerTensor method) test_data (in module distributed_tensor_test) (in module distributed_test) test_deep_minmax_scaler() (in module deep_test) test_deep_quantile_transformer() (in module deep_test) test_deep_standard_scaler() (in module deep_test) test_dminmax_scaler() (in module distributed_test) test_dminmax_tensor_scaler() (in module distributed_tensor_test) test_dquantile_scaler() (in module distributed_test) test_dquantile_tensor_scaler() (in module distributed_tensor_test) test_dstandard_scaler() (in module distributed_test) test_dstandard_tensor_scaler() (in module distributed_tensor_test) test_group_minmax_scaler() (in module group_test) test_group_robust_scaler() (in module group_test) test_group_standard_scaler() (in module group_test) test_scaler_io() (in module backend_test) test_scaler_str() (in module backend_test) test_tensor_scaler_with_attribute() (in module distributed_tensor_test) transform() (bridgescaler.deep.DeepMinMaxScaler method), [1] (bridgescaler.deep.DeepQuantileTransformer method), [1] (bridgescaler.deep.DeepStandardScaler method), [1] (bridgescaler.DeepMinMaxScaler method), [1] (bridgescaler.DeepQuantileTransformer method), [1] (bridgescaler.DeepStandardScaler method), [1] (bridgescaler.distributed.DBaseScaler method), [1] (bridgescaler.distributed.DMinMaxScaler method), [1] (bridgescaler.distributed.DQuantileScaler method), [1] (bridgescaler.distributed.DStandardScaler method), [1] (bridgescaler.distributed_tensor.DBaseScalerTensor method) (bridgescaler.distributed_tensor.DMinMaxScalerTensor method) (bridgescaler.distributed_tensor.DQuantileScalerTensor method) (bridgescaler.distributed_tensor.DStandardScalerTensor method) (bridgescaler.DMinMaxScaler method), [1] (bridgescaler.DQuantileScaler method), [1] (bridgescaler.DStandardScaler method), [1] (bridgescaler.group.GroupBaseScaler method), [1] transform_variable() (in module bridgescaler.distributed), [1] transform_variable_tensor() (in module bridgescaler.distributed_tensor) V var_x_ (bridgescaler.distributed.DStandardScaler attribute) (bridgescaler.distributed_tensor.DStandardScalerTensor attribute) (bridgescaler.DStandardScaler attribute) version (in module bridgescaler._version) version_tuple (in module bridgescaler._version) X x_column_names_ (bridgescaler.deep.DeepQuantileTransformer attribute) (bridgescaler.DeepQuantileTransformer attribute) x_columns_ (bridgescaler.distributed.DBaseScaler attribute) (bridgescaler.distributed_tensor.DBaseScalerTensor attribute) (bridgescaler.group.GroupBaseScaler attribute)