Ctgan

This release adds support for python 3.10 and drops support for python 3.6. It also fixes a couple of the most common warnings that were surfacing.

New Features

* Support Python 3.10 and 3.11 - Issue [259](https://github.com/sdv-dev/CTGAN/issues/259) by pvk-developer

Bugs Fixed

* Fix SettingWithCopyWarning (may be leading to a numerical calculation bug) - Issue [215](https://github.com/sdv-dev/CTGAN/issues/215) by amontanez24
* FutureWarning in data_transformer with pandas 1.5.0 - Issue [246](https://github.com/sdv-dev/CTGAN/issues/246) by amontanez24

Maintenance

* CTGAN Package Maintenance Updates - Issue [257](https://github.com/sdv-dev/CTGAN/issues/257) by amontanez24

This release renames the models in CTGAN. `CTGANSynthesizer` is now called `CTGAN` and `TVAESynthesizer` is now called `TVAE`.

New Features

* Rename synthesizers - Issue [243](https://github.com/sdv-dev/CTGAN/issues/243) by amontanez24

This release updates CTGAN to use the latest version of RDT. It also includes performance and robustness updates to the data transformer.

Issues closed
* Bump rdt version - Issue [242](https://github.com/sdv-dev/CTGAN/issues/242) by katxiao
* Single thread data transform is slow for huge table - Issue [151](https://github.com/sdv-dev/CTGAN/issues/151) by mfhbree
* Fix RDT api - Issue [232](https://github.com/sdv-dev/CTGAN/issues/232) by pvk-developer
* Update macos to use latest version. - Issue [237](https://github.com/sdv-dev/CTGAN/issues/237) by pvk-developer
* Update the RDT version to 1.0 - Issue [224](https://github.com/sdv-dev/CTGAN/issues/224) by pvk-developer
* Update slack invite link. - Issue [222](https://github.com/sdv-dev/CTGAN/issues/222) by pvk-developer
* robustness fix, when data have less rows than the default number of cl… - Issue [211](https://github.com/sdv-dev/CTGAN/issues/211) by Deathn0t

This release fixes a bug with the decoder instantiation, and also allows users to set a random state for the model
fitting and sampling.

Issues closed

* Update self.decoder with correct variable name - Issue [203](https://github.com/sdv-dev/CTGAN/issues/203) by tejuafonja
* Add random state - Issue [204](https://github.com/sdv-dev/CTGAN/issues/204) by katxiao

This release adds support for Python 3.9 and updates dependencies to ensure compatibility with the
rest of the SDV ecosystem, and upgrades to the latests [RDT](https://github.com/sdv-dev/RDT/releases/tag/v0.6.1)
release.

Issues closed

* Add support for Python 3.9 - Issue [177](https://github.com/sdv-dev/CTGAN/issues/177) by pvk-developer
* Add pip check to CI workflows - Issue [174](https://github.com/sdv-dev/CTGAN/issues/174) by pvk-developer
* Typo in `CTGAN` code - Issue [158](https://github.com/sdv-dev/CTGAN/issues/158) by ori-katz100 and fealho

Dependency upgrades to ensure compatibility with the rest of the SDV ecosystem.