Wilco van Vorstenbosch

Add a "mixed data" transformer to RDT, for use in CTGAN.

4

I've come across the paper for [CTAB-GAN](https://arxiv.org/pdf/2102.08369), which implements a transformer I would very much like to see in RDT, to use with SDV's synthesizers. They created a _mixed-type encoder_...

When sampling, there seems to be an issue while transforming the recovered data. ```{ "name": "TypeError", "message": "cannot safely cast non-equivalent object to int64", "stack": "--------------------------------------------------------------------------- TypeError Traceback (most recent...

NaN values for numerical variables DISAPPEAR when using CTGANSynthesizer

16

### Environment Details * SDV version: 1.17.1 * Pandas version: 2.2.3 * Python version: 3.11.10 * Operating System: Windows ### Error Description I tried to synthesize a DataFrame containing ~2...