Neha Patki

### Problem Description If I have unordered categorical data (aka _nominal data_), then it doesn't theoretically matter how the LabelEncoder decides to order the categories. However in practice, certain order...

### Description If I am on a high, unsupported version of Python (such as 3.11 or 3.12), the `pip` resolver thinks that very old versions of RDT (such as 0.2.1)...

In #538, we improved how the report scores are printed out when the verbosity is on. However, all of our [docs](https://docs.sdv.dev/sdmetrics) still show the scores printed out with the old...

Allow constraints in PARSynthesizer (for all context cols, or all non-context columns)

4

### Problem Description There is an increasing user demand for applying constraints to the PARSynthesizer -- see #570. One reason why we have been unable to support constraints is that...

### Problem Description Inspired by the discussion in [CTGAN #361](https://github.com/sdv-dev/CTGAN/issues/361), a user may accidentally save their synthesizer before fitting it. If this happens, then you will not be able to...

### Problem Description In the past few versions of the SDV, we've made many improvements including the verbosity as well as the order in which ID columns are generated. These...

### Problem Description In [SDMetrics issue #538](https://github.com/sdv-dev/SDMetrics/issues/538), we improved how the quality and diagnostic report print out scores when verbosity is false. However, we have not updated the [SDV docs](https://docs.sdv.dev/sdv)...

### Problem Description Currently the `drop_unknown_references` is available as a utility function under a submodule called `poc` ```python from utils import poc cleaned_data = poc.drop_unknown_references(data=data, metadata=metadata) ``` The `poc` module...

### Environment Details * SDV version: 1.12.0 ### Error Description If my datafame's column names are represented with integers (instead of with strings), then the synthesizer's fit crashes with a...

### Environment Details * SDV version: 1.12.0 (latest) ### Error Description If my datafame's column names are represented with integers (instead of with strings), then the metadata detection crashes with...