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Refactoring: - Fix mutable default arguments in SamplerOriginal - Fix Warning() -> warnings.warn(), standardize f-strings - Fix wrong log message in abc_sampler.py (deep copy branch) - Fix nested/duplicate test classes (TestSamplerGAN, TestSamplerDiffusion) - Fix duplicate TestUtils class, FrequencyEncoder.fit signature - Fix make_two_digit() bug for 3+ char strings - Replace deprecated pkg_resources with importlib.metadata - DRY generator factories via _BaseGenerator base class - Replace print() with logging.debug() in compare_dataframes New features: - Constraints system (RangeConstraint, UniqueConstraint, FormulaConstraint, RegexConstraint) - Privacy metrics (DCR, NNDR, membership inference risk) - Quality report with HTML export (stats, PSI, correlations, ML utility) - sklearn Pipeline integration (TabGANTransformer) Other: - Professional README with centered badges, pipeline diagram, CLI docs - Add Python version classifiers, update python_requires to >= 3.9 - Add matplotlib, requests to dependencies - 115 tests passing (was 39) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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