Srini Kadamati

### Environment Details * SDV version: 1.13 * Python version: 3.10.12 * Operating System: Colab (using T4 GPU) ### Warning If you try to fit CTGANSynthesizer or CopulaGANSynthesizer in Google...

### Environment Details SDMetrics version: 0.14.0 (a user reported 0.11 as well) ### Error Description If your pandas DataFrame contains datetime column(s) that are stored using the `object` dtype (instead...

Add support for custom Faker providers in AnonymizedFaker and PsuedoAnonymizedFaker

2

### Problem Description Faker supports custom providers, which can be helpful for creating dummy data that's highly specific to someone's use case: https://faker.readthedocs.io/en/master/#how-to-create-a-provider Extending AnonymizedFaker and PsuedoAnonymizedFaker to support this...

### Environment Details * RDT version: 1.12.4 ### Error Description ### Steps to reproduce ``` from rdt.transformers.numerical import GaussianNormalizer transformer = GaussianNormalizer() print(transformer) ``` _Originally raised in #869_

Support distributions in GaussianCopulaSynthesizer that better capture extreme values

1

### Problem Description If a column's values have a few extreme values, we don't have a clear distribution in GaussianCopulaSynthesizer to recommend. One example is a 'horseshoe distribution', image borrowed...

PAR can't fit if Range constraint includes a `sequence_index` column

2

### Environment Details SDV version: 1.15.0 (Latest) ### Error Description If you try to fit a PARSynthesizer model with a Range constraint that includes a sequence_index column in the logic,...

Support callbacks for synthesizer training

1

### Problem Description SDV users want to be able to interact more with the synthesizer training process. Additional controls include being able to: - track and analyze model metrics they...

### Problem Description If a user tries to conditionally sample before fitting the model, the error message surface to the user isn't very helpful. While we [improved the error message](https://github.com/sdv-dev/SDV/issues/1978)...