Index A | B | C | D | E | F | G | I | K | L | M | N | O | P | R | S | T | U | V | W A add_note() (pybear.base.NotFittedError method) add_words() (pybear.feature_extraction.text.Lexicon method) after_statistics_ (pybear.feature_extraction.text.AutoTextCleaner property) args (pybear.base.NotFittedError attribute) array_sparsity() (in module pybear.utilities) autogridsearch_wrapper() (in module pybear.model_selection) AutoGridSearchCV (class in pybear.model_selection) AutoGSTCV (class in pybear.model_selection) AutoTextCleaner (class in pybear.feature_extraction.text) B before_statistics_ (pybear.feature_extraction.text.AutoTextCleaner property) C cast_to_ndarray() (in module pybear.base) character_frequency_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) check_1D_num_sequence() (in module pybear.base) check_1D_str_sequence() (in module pybear.base) check_2D_num_array() (in module pybear.base) check_2D_str_array() (in module pybear.base) check_dtype() (in module pybear.base) check_feature_names() (in module pybear.base) check_is_finite() (in module pybear.base) check_is_fitted() (in module pybear.base) check_n_features() (in module pybear.base) check_order() (pybear.feature_extraction.text.Lexicon method) check_pipeline() (in module pybear.utilities) check_scipy_sparse() (in module pybear.base) check_shape() (in module pybear.base) choice() (in module pybear.new_numpy.random) choose() (pybear.base.DictMenuPrint method) classes_ (pybear.model_selection.AutoGridSearchCV property) (pybear.model_selection.AutoGSTCV property) (pybear.model_selection.GSTCV property) column_mask_ (pybear.preprocessing.ColumnDeduplicator property) (pybear.preprocessing.InterceptManager property) ColumnDeduplicator (class in pybear.preprocessing) constant_columns_ (pybear.preprocessing.InterceptManager property) copy_X() (in module pybear.base) D decision_function() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) DELETE_ALWAYS_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) delete_words() (pybear.feature_extraction.text.Lexicon method) demo() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) DictMenuPrint (class in pybear.base) dropped_poly_duplicates_ (pybear.preprocessing.SlimPolyFeatures property) dump_to_csv() (pybear.base.FileDumpMixin method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) dump_to_txt() (pybear.base.FileDumpMixin method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) duplicates_ (pybear.preprocessing.ColumnDeduplicator property) E ensure_2D() (in module pybear.base) F feature_name_mapper() (in module pybear.utilities) feature_names_in_ (pybear.model_selection.AutoGSTCV property) (pybear.model_selection.GSTCV property) FeatureMixin (class in pybear.base) FileDumpMixin (class in pybear.base) find_duplicates() (pybear.feature_extraction.text.Lexicon method) fit() (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) fit_transform() (pybear.base.FitTransformMixin method) (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) FitTransformMixin (class in pybear.base) G get_feature_names() (in module pybear.base) get_feature_names_out() (in module pybear.base) (pybear.base.FeatureMixin method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.SlimPolyFeatures method) get_lexicon() (pybear.feature_extraction.text.TextLookup class method) (pybear.feature_extraction.text.TextLookupRealTime class method) get_longest_strings() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) get_metadata_routing() (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) get_module_name() (in module pybear.utilities) get_params() (pybear.base.GetParamsMixin method) (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) get_row_support() (pybear.preprocessing.MinCountTransformer method) get_shortest_strings() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) get_support() (pybear.preprocessing.MinCountTransformer method) GetParamsMixin (class in pybear.base) GRIDS_ (pybear.model_selection.AutoGridSearchCV property) (pybear.model_selection.AutoGSTCV property) GSTCV (class in pybear.model_selection) I inf_mask() (in module pybear.utilities) instructions_ (pybear.preprocessing.MinCountTransformer property) InterceptManager (class in pybear.preprocessing) inverse_transform() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) is_fitted() (in module pybear.base) K kept_columns_ (pybear.preprocessing.InterceptManager property) kept_poly_duplicates_ (pybear.preprocessing.SlimPolyFeatures property) KNOWN_WORDS_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) L Lexicon (class in pybear.feature_extraction.text) lexicon_ (pybear.feature_extraction.text.Lexicon property) LEXICON_ADDENDUM_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) lexicon_lookup_ (pybear.feature_extraction.text.AutoTextCleaner property) lookup_string() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) lookup_substring() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) M MinCountTransformer (class in pybear.preprocessing) N n_features_ (pybear.feature_extraction.text.TextPadder property) n_features_in_ (pybear.model_selection.AutoGridSearchCV property) (pybear.model_selection.AutoGSTCV property) (pybear.model_selection.GSTCV property) n_rows_ (pybear.feature_extraction.text.AutoTextCleaner property) (pybear.feature_extraction.text.NGramMerger property) (pybear.feature_extraction.text.StopRemover property) (pybear.feature_extraction.text.TextJoiner property) (pybear.feature_extraction.text.TextJustifier property) (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) (pybear.feature_extraction.text.TextRemover property) name (pybear.base.NotFittedError attribute) nan_mask() (in module pybear.utilities) nan_mask_numerical() (in module pybear.utilities) nan_mask_string() (in module pybear.utilities) NanStandardizer (class in pybear.preprocessing) NGramMerger (class in pybear.feature_extraction.text) NotFittedError (class in pybear.base) num_features() (in module pybear.base) num_samples() (in module pybear.base) O obj (pybear.base.NotFittedError attribute) OOV_ (pybear.feature_extraction.text.TextLookup property) original_dtypes_ (pybear.preprocessing.MinCountTransformer property) overall_statistics_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) P params_ (pybear.model_selection.AutoGridSearchCV property) (pybear.model_selection.AutoGSTCV property) partial_fit() (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) permuter() (in module pybear.utilities) poly_combinations_ (pybear.preprocessing.SlimPolyFeatures property) poly_constants_ (pybear.preprocessing.SlimPolyFeatures property) poly_duplicates_ (pybear.preprocessing.SlimPolyFeatures property) predict() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) predict_log_proba() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) predict_proba() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) print_character_frequency() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) print_inspect_stack() (in module pybear.utilities) print_instructions() (pybear.preprocessing.MinCountTransformer method) print_longest_strings() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) print_overall_statistics() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) print_results() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) print_shortest_strings() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) print_startswith_frequency() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) print_string_frequency() (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.TextStatistics method) R removed_columns_ (pybear.preprocessing.ColumnDeduplicator property) (pybear.preprocessing.InterceptManager property) REPLACE_ALWAYS_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) ReprMixin (class in pybear.base) reset() (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.SlimPolyFeatures method) RESULTS_ (pybear.model_selection.AutoGridSearchCV property) (pybear.model_selection.AutoGSTCV property) row_support_ (pybear.feature_extraction.text.AutoTextCleaner property) (pybear.feature_extraction.text.NGramMerger property) (pybear.feature_extraction.text.StopRemover property) (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) (pybear.feature_extraction.text.TextRemover property) S score() (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) score_samples() (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) serial_index_mapper() (in module pybear.utilities) set_fit_request() (pybear.model_selection.AutoGridSearchCV method) set_order() (in module pybear.base) set_output() (pybear.base.SetOutputMixin method) (pybear.feature_extraction.text.TextPadder method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.SlimPolyFeatures method) set_params() (pybear.base.SetParamsMixin method) (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) SetOutputMixin (class in pybear.base) SetParamsMixin (class in pybear.base) size_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) SKIP_ALWAYS_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) SlimPolyFeatures (class in pybear.preprocessing) Sparse (class in pybear.new_numpy.random) sparse() (in module pybear.new_numpy.random) SPLIT_ALWAYS_ (pybear.feature_extraction.text.TextLookup property) (pybear.feature_extraction.text.TextLookupRealTime property) startswith_frequency_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) stop_words_ (pybear.feature_extraction.text.Lexicon property) StopRemover (class in pybear.feature_extraction.text) string_frequency_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) T TextJoiner (class in pybear.feature_extraction.text) TextJustifier (class in pybear.feature_extraction.text) TextLookup (class in pybear.feature_extraction.text) TextLookupRealTime (class in pybear.feature_extraction.text) TextNormalizer (class in pybear.feature_extraction.text) TextPadder (class in pybear.feature_extraction.text) TextRemover (class in pybear.feature_extraction.text) TextReplacer (class in pybear.feature_extraction.text) TextSplitter (class in pybear.feature_extraction.text) TextStatistics (class in pybear.feature_extraction.text) TextStripper (class in pybear.feature_extraction.text) time_memory_benchmark() (in module pybear.utilities) timer() (in module pybear.utilities) total_counts_by_column_ (pybear.preprocessing.MinCountTransformer property) transform() (pybear.feature_extraction.text.AutoTextCleaner method) (pybear.feature_extraction.text.Lexicon method) (pybear.feature_extraction.text.NGramMerger method) (pybear.feature_extraction.text.StopRemover method) (pybear.feature_extraction.text.TextJoiner method) (pybear.feature_extraction.text.TextJustifier method) (pybear.feature_extraction.text.TextLookup method) (pybear.feature_extraction.text.TextLookupRealTime method) (pybear.feature_extraction.text.TextNormalizer method) (pybear.feature_extraction.text.TextPadder method) (pybear.feature_extraction.text.TextRemover method) (pybear.feature_extraction.text.TextReplacer method) (pybear.feature_extraction.text.TextSplitter method) (pybear.feature_extraction.text.TextStatistics method) (pybear.feature_extraction.text.TextStripper method) (pybear.model_selection.AutoGridSearchCV method) (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) (pybear.preprocessing.ColumnDeduplicator method) (pybear.preprocessing.InterceptManager method) (pybear.preprocessing.MinCountTransformer method) (pybear.preprocessing.NanStandardizer method) (pybear.preprocessing.SlimPolyFeatures method) U union_find() (in module pybear.utilities) uniques_ (pybear.feature_extraction.text.Lexicon property) (pybear.feature_extraction.text.TextStatistics property) user_entry() (in module pybear.base) V validate_data() (in module pybear.base) validate_user_float() (in module pybear.base) validate_user_int() (in module pybear.base) validate_user_mstr() (in module pybear.base) validate_user_str() (in module pybear.base) validate_user_str_cs() (in module pybear.base) visualize() (pybear.model_selection.AutoGSTCV method) (pybear.model_selection.GSTCV method) W with_traceback() (pybear.base.NotFittedError method)