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Releases: sdv-dev/CTGAN

v0.3.1 - 2021-01-27

27 Jan 21:59
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v0.3.0 - 2020-12-18

18 Dec 18:50
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In this release we add a new TVAE model which was presented in the original CTGAN paper.
It also exposes more hyperparameters and moves epochs and log_frequency from fit to the constructor.

A new verbose argument has been added to optionally disable unnecessary printing, and a new hyperparameter
called discriminator_steps has been added to CTGAN to control the number of optimization steps performed
in the discriminator for each generator epoch.

The code has also been reorganized and cleaned up for better readability and interpretability.

Special thanks to @Baukebrenninkmeijer @fealho @leix28 @csala for the contributions!

Improvements

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v0.2.2 - 2020-11-13

13 Nov 18:10
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In this release we introduce several minor improvements to make CTGAN more versatile and
propertly support new types of data, such as categorical NaN values, as well as conditional
sampling and features to save and load models.

Additionally, the dependency ranges and python versions have been updated to support up
to date runtimes.

Many thanks @fealho @leix28 @csala @oregonpillow and @lurosenb for working on making this release possible!

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v0.2.1 - 2020-01-27

27 Jan 13:04
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Minor version including changes to ensure the logs are properly printed and
the option to disable the log transformation to the discrete column frequencies.

Special thanks to @kevinykuo for the contributions!

Issues Resolved:

v0.2.0 - 2019-12-18

18 Dec 19:44
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Reorganization of the project structure with a new Python API, new Command Line Interface
and increased data format support.

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v0.1.0 - 2019-11-07

08 Nov 03:16
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First Release - NeurIPS 2019 Version.