Neha Patki

### Environment Details * SDV version: 1.11.0 ### Error Description If many rows of a parent table have 0/1 children, then the HMASynthesizer is not well-suited to handle the data....

### Problem Description Currently, the SDV policy is to support Python versions which are currently supported by the Python organization. After a version is no longer supported (aka it reaches...

### Problem Description In my data, I may have datetime columns. Because datetime information can be represented in a variety of formats, the SDV's metadata expects that I include the...

Unexpected NaN values in `sequence_index` when dataframe isn't reset

4

### Environment Details * SDV version: 1.12.1 (latest) ### Error Description Like any SDV synthesizer, the PARSynthesizer is supposed to synthesize NaN values if (and only if) the real data...

### Problem Description If I accidentally try to sample some synthetic data before fitting my synthesizer, I currently get an error message that is not helpful in diagnosing the problem....

### Problem Description If I accidentally try to sample some synthetic data before fitting my synthesizer, I currently get an error message that is not helpful in diagnosing the problem....

### Problem Description The local file handlers (for CSV and Excel) currently return both the metadata and data in one go. ```python data, metadata = handler.read(folder_name='project/data') ``` While this approach...

### Problem Description As discussed in [CTVAN issue 300](https://github.com/sdv-dev/CTGAN/issues/300): The TVAE model has a `verbose` parameter that you can set to see a progress bar per epoch. ```python # base...

Allow me to pass in all modeled columns when conditional sampling

1

~SDV V1.0.0.dev~ _Update Jan 15, 2024: I was able to reproduce this on version SDV 1.17.3_ ### Problem Description Every column that the SDV synthesizes falls into 1 of 2...

PAR Diagnostic is not 1.0 for datetime context columns

1

### Environment Details Please indicate the following details about the environment in which you found the bug: * SDV version: 1.12.0 * Python version: 3.12 * Operating System: Linux ###...