Ctgan

Latest version: v0.9.1

Safety actively analyzes 613682 Python packages for vulnerabilities to keep your Python projects secure.

Scan your dependencies

Page 1 of 4

2.0

Bugs Fixed

* Torch 2.0 fails with cuda=False - Issue [288](https://github.com/sdv-dev/CTGAN/issues/288) by amontanez24

Maintenance

* Upgrade to torch 2.0 - Issue [280](https://github.com/sdv-dev/CTGAN/issues/280) by frances-h

0.9.1

This release changes the `loss_values` attribute of a CTGAN model to contain floats instead of `torch.Tensors`.

New Features

* Return loss values as float values not PyTorch objects - Issue [332](https://github.com/sdv-dev/CTGAN/issues/332) by fealho

Maintenance

* Transition from using setup.py to pyproject.toml to specify project metadata - Issue [333](https://github.com/sdv-dev/CTGAN/issues/333) by R-Palazzo
* Remove bumpversion and use bump-my-version - Issue [334](https://github.com/sdv-dev/CTGAN/issues/334) by R-Palazzo
* Add dependency checker - Issue [336](https://github.com/sdv-dev/CTGAN/issues/336) by amontanez24

0.9.0

This release makes CTGAN sampling more efficient by saving the frequency of each categorical value.

New Features

* Improve DataSampler efficiency - Issue [327] ((https://github.com/sdv-dev/CTGAN/issue/327)) by fealho

0.8.0

This release adds a progress bar that will show when setting the `verbose` parameter to `True`
when initializing `TVAE`.

New Features

* Add verbosity TVAE (progress bar + save the loss values) - Issue [300]((https://github.com/sdv-dev/CTGAN/issues/300) by frances-h

0.7.5

This release adds a progress bar that will show when setting the `verbose` parameter to True when initializing `CTGAN`. It also removes a warning that was showing.

Maintenance

* Remove model_missing_values from ClusterBasedNormalizer call - PR [310](https://github.com/sdv-dev/CTGAN/pull/310) by fealho
* Switch default branch from master to main - Issue [311](https://github.com/sdv-dev/CTGAN/issues/311) by amontanez24
* Remove or implement CTGAN tests - Issue [312](https://github.com/sdv-dev/CTGAN/issues/312) by fealho

New Features

* Add progress bar for CTGAN fitting (+ save the loss values) - Issue [298](https://github.com/sdv-dev/CTGAN/issues/298) by frances-h

0.7.4

This release adds support for Python 3.11 and drops support for Python 3.7.

Maintenance

* Why is there an upper bound in the packaging requirement? (packaging<22) - Issue [276](https://github.com/sdv-dev/CTGAN/issues/276) by fealho
* Add support for Python 3.11 - Issue [296](https://github.com/sdv-dev/CTGAN/issues/296) by fealho
* Drop support for Python 3.7 - Issue [302](https://github.com/sdv-dev/CTGAN/issues/302) by fealho

Page 1 of 4

© 2024 Safety CLI Cybersecurity Inc. All Rights Reserved.