Tags: hitsz-ids/synthetic-data-generator
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New feature support for DataFrameConnector, NormalizedFrequencyEncode… …r & NormalizedLabelEncoder; CTGAN Optimization and Performance Enhancements. (#247) * 1 * q * 1 * 1 * test * 可选encoder * 进度说明 * 修复bug，归一化 * 100k * 100k * 1ktest * 1ktest * 1ktest * 1ktest * test * 1 * 1ktest * 1ktest * 1 * test * 1ktest * Rfecv * Rfecv * Rfecv * Rfecv * 1 * param * test * test * test * test * test * test * remove unused * test * batched * remove * Update dataframe_connector.py * fix typo * fix * fix * Update data_transformer.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * test * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * doc * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update .gitignore * Update sdgx/data_connectors/dataframe_connector.py Co-authored-by: Zhongsheng Ji <9573586@qq.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update document * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Zhongsheng Ji <9573586@qq.com>
Add mutual information metric (#101) * test * test_v2 * no-test * pair_v1 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * remove_old_mi_sim * modify single&multi_table MISim * modify single_mi_sim by using pair_sim instance * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify multi_mi_sim by using pair_sim instance * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change_class_name_err * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify_paircolumn * mi only needs dataframe * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify based on review * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * complete test_mi_sim * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify test file * change_var_name * Update sdgx/metrics/multi_table/multitable_mi_sim.py Co-authored-by: MoooCat <141886018+MooooCat@users.noreply.github.com> * add MULTI_TABLE_DEMO_DATA * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify comments * JSD->MISIM * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * modify base of pair_column * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add cls * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change self into cls instance * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change cls * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * series2array * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * test * test * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add label_encoder for category in mi_sim * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use series.array * change le_fit * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * change transform type to np.array instead of list * add astype * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * series2array * foo * change test_suit * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * all right? * all right * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: Z712023 <3422685015@qq.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Z712023 <132286135+Z712023@users.noreply.github.com>
Add demo data for multi-table scenario (#98) * add multi-table demo data * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update get_demo_multi_table * add some multi-table pytest fixture * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix typo * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add return type hints * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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