Problem Description
The ClusterBasedNormalizer doesn't need to give a guarantee of values being between -1 and 1, so the clipping during the transform is unnecessary.
Expected behavior
Remove clipping during transform
|
normalized = np.clip(normalized, -.99, .99) |
Note: ensure this doesn't break CTGAN.
Problem Description
The
ClusterBasedNormalizerdoesn't need to give a guarantee of values being between -1 and 1, so the clipping during the transform is unnecessary.Expected behavior
Remove clipping during transform
RDT/rdt/transformers/numerical.py
Line 515 in 5d7f8b7
Note: ensure this doesn't break CTGAN.