Improving preprocessing#1320

Merged

DRMPN merged 86 commits intomasterfrom

preproc_refactoring

Nov 5, 2024

Commits on Aug 7, 2024

Adding logs & the ability to specify categorical data
aPovidlo
committed

Commits on Aug 9, 2024

Commits on Aug 13, 2024

Adding more logs, adding OptimisedFeature storage, refactoring fitting BinaryCategoricalPreprocessor, fix bugs, adding reduce memory size, delete clean_extra_spaces
aPovidlo
committed

Commits on Aug 15, 2024

Commits on Aug 16, 2024

Fix bug in test_default_train_test_simple with nbytes
aPovidlo
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Fix bugs with str* types in features
aPovidlo
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Fix bug with test_inf_and_nan_absence_after_imputation_implementation_fit_transform by adding cat and num idx in get_dataset func
aPovidlo
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Fix bug with test_pipeline_objective_evaluate_with_different_metrics by switching Xgboost to Catboost, due to "Experimental support for categorical data is not implemented for current tree method y…
aPovidlo
committed
Fix bug with test_order_by_data_flow_len_correct
aPovidlo
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Fix bug with test_pipeline_with_imputer (finally)
aPovidlo
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Fix bug with test_correct_api_dataset_with_text_preprocessing by update col_type regex rule for str*
aPovidlo
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Commits on Aug 21, 2024

Commits on Aug 22, 2024

Commits on Aug 23, 2024

Commits on Aug 25, 2024

Fix TypeError with float16, rejection from this type
aPovidlo
committed

Commits on Sep 3, 2024

Refactoring OptimisedFeatures - _columns: np.ndarray -> _columns: pd.DataFrame
aPovidlo
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Commits on Sep 4, 2024

Commits on Sep 8, 2024

Commits on Oct 22, 2024

fix: fix ambiguous value in integration test
DRMPN
committed

Commits on Oct 24, 2024

Commits on Oct 29, 2024

fix: copy input_data to prevent modification
DRMPN
committed

Commits on Oct 31, 2024

fix: fix fedot input_data transform to h2o_frame for regression
DRMPN
committed

Commits on Nov 1, 2024