v0.10.1 - 2024-05-13

This release removes a warning that was cluttering the console.

Maintenance

• Cleanup automated PR workflows - Issue #370 by @R-Palazzo
• Only run unit and integration tests on oldest and latest python versions for macos - Issue #375 by @R-Palazzo

Internal

• Remove FutureWarning: Setting an item of incompatible dtype is deprecated - Issue #373 by @fealho

v0.10.0 - 2024-04-11

This release adds support for Python 3.12!

Maintenance

• Support Python 3.12 - Issue #324 by @fealho
• Remove scikit-learn dependency - Issue #346 by @R-Palazzo
• Add bandit workflow - Issue #353 by @R-Palazzo

Internal

• Replace integration test that uses the iris demo data - Issue #352 by @R-Palazzo

Bugs Fixed

• Fix minimum version workflow when pointing to github branch - Issue #355 by @R-Palazzo

v0.9.1 - 2024-03-14

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 by @fealho

Maintenance

• Transition from using setup.py to pyproject.toml to specify project metadata - Issue #333 by @R-Palazzo
• Remove bumpversion and use bump-my-version - Issue #334 by @R-Palazzo
• Add dependency checker - Issue #336 by @amontanez24

v0.9.0 - 2024-02-13

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

New Features

• Improve DataSampler efficiency - Issue #327 by @fealho

v0.8.0 - 2023-11-13

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]((#300) by @frances-h

v0.7.5 - 2023-10-05

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 by @fealho
• Switch default branch from master to main - Issue #311 by @amontanez24
• Remove or implement CTGAN tests - Issue #312 by @fealho

New Features

• Add progress bar for CTGAN fitting (+ save the loss values) - Issue #298 by @frances-h

v0.7.4 - 2023-07-25

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 by @fealho
• Add support for Python 3.11 - Issue #296 by @fealho
• Drop support for Python 3.7 - Issue #302 by @fealho

v0.7.3 - 2023-05-25

This release adds support for Torch 2.0!

Bugs Fixed

• Torch 2.0 fails with cuda=False - Issue #288 by @amontanez24

Maintenance

• Upgrade to torch 2.0 - Issue #280 by @frances-h

v0.7.2 - 2023-05-09

This release adds support for Pandas 2.0! It also fixes a bug in the load_demo function.

Bugs Fixed

• load_demo raises urllib.error.HTTPError: HTTP Error 403: Forbidden - Issue #284 by @amontanez24

Maintenance

• Remove upper bound for pandas - Issue #282 by @frances-h

v0.7.1 - 2023-02-23

This release fixes a bug that prevented the CTGAN model from being saved after sampling.

Bugs Fixed

• Cannot save CTGANSynthesizer after sampling (TypeError) - Issue #270 by @pvk-developer