ENH: Add Optimized Pre-Processing (Calmon et al.) (#9) - #34
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Description #9
This PR adds the Optimized Pre-Processing (OPP) algorithm from Calmon et al. to Fairlearn.
cvxpyto compute optimized transformations for the features.Related issue: Closes #9.
Tests
test/unit/preprocessing/test_optimized_preprocessing.py)Documentation
OptimizedPreprocessing)Screenshots
N/A — this PR does not include visualizations.