Tags: DESIGN-PHIL/synthetic-data-generator
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Add mutual information metric (hitsz-ids#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 <[email protected]> * 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 <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Z712023 <[email protected]>
Add demo data for multi-table scenario (hitsz-ids#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>
CLI for singe table synthesizer (hitsz-ids#86) - Intro `Data Exporter` for exporting sampled data to data sources - CLI updates for synthesizer
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