Ydata-synthetic

[0.7.1](https://github.com/ydataai/ydata-synthetic/compare/0.7.0...0.7.1) (2022-04-19)


Bug Fixes

* remove optimizers as model attributess ([160](https://github.com/ydataai/ydata-synthetic/issues/160)) ([e2f4159](https://github.com/ydataai/ydata-synthetic/commit/e2f4159547a7248b1f06a0f65051d20a3bede35d))

[0.7.0](https://github.com/ydataai/ydata-synthetic/compare/0.6.1...0.7.0) (2022-04-19)


Features

* Add new regular data model synthesizer CWGANGP ([153](https://github.com/ydataai/ydata-synthetic/issues/153)) ([8d1311d](https://github.com/ydataai/ydata-synthetic/commit/8d1311d58e3cd40d28066a19ba9d53eee747c5b1))
* Add new regular data model synthesizer CWGANGP ([153](https://github.com/ydataai/ydata-synthetic/issues/153)) ([ae641a6](https://github.com/ydataai/ydata-synthetic/commit/ae641a63fbf7428813ee450b821e1eb5c6670c89))

[0.6.1](https://github.com/ydataai/ydata-synthetic/compare/0.6.0...0.6.1) (2021-12-22)


Bug Fixes

* Change generator predict call to implicit call ([7c6b925](https://github.com/ydataai/ydata-synthetic/commit/7c6b925cac370673edf322912bacc772aa9d3881))
* **TimeGAN:** Restore define_gan call ([a2c9a29](https://github.com/ydataai/ydata-synthetic/commit/a2c9a29ab99a0c51eb456a6cab4abaa3a8df5354))

[0.6.0](https://github.com/ydataai/ydata-synthetic/compare/0.5.0...0.6.0) (2021-12-22)


Features

* Generic data processor ([117](https://github.com/ydataai/ydata-synthetic/issues/117)) ([08d3cae](https://github.com/ydataai/ydata-synthetic/commit/08d3cae1b3f683caf529ec10227eef003587e30c))
* Gumbel-Softmax and Activation Interface layers ([ffec6b0](https://github.com/ydataai/ydata-synthetic/commit/ffec6b0de04f191e9a20731f17a0a6d34387df3e))
* integrate data processor ([121](https://github.com/ydataai/ydata-synthetic/issues/121)) ([dda17d2](https://github.com/ydataai/ydata-synthetic/commit/dda17d2859e62718ad6bd6522c2a11f92f3baf37))

[0.5.0](https://github.com/ydataai/ydata-synthetic/compare/0.4.0...0.5.0) (2021-10-28)


Bug Fixes

* cgan discriminator repeated label ([101](https://github.com/ydataai/ydata-synthetic/issues/101)) ([1c84754](https://github.com/ydataai/ydata-synthetic/commit/1c847545ad84703d063cc0d9e79c869cf651557c))
* Fix data preprocessing and dragan performance prints ([105](https://github.com/ydataai/ydata-synthetic/issues/105)) ([3c5f1ee](https://github.com/ydataai/ydata-synthetic/commit/3c5f1ee2bc58b44594225c5b07fe61f5505f7a88))
* Fix examples and dragan epoch checkpoint ([106](https://github.com/ydataai/ydata-synthetic/issues/106)) ([7c4ce39](https://github.com/ydataai/ydata-synthetic/commit/7c4ce39c4fd6f45d3f09918bed6c05cb8ae5afd5))
* Timegan loss training ([100](https://github.com/ydataai/ydata-synthetic/issues/100)) ([ba4f86d](https://github.com/ydataai/ydata-synthetic/commit/ba4f86da768570bed5c9d00398846b8f103c8c07))


Features

* Add inverse transformations to supported datasets ([104](https://github.com/ydataai/ydata-synthetic/issues/104)) ([c618d90](https://github.com/ydataai/ydata-synthetic/commit/c618d90b9037baf2973a95b2483f1fa131664bff))
* Add new Cramer Loss and Cramer GAN ([102](https://github.com/ydataai/ydata-synthetic/issues/102)) ([a9de1ab](https://github.com/ydataai/ydata-synthetic/commit/a9de1ab460ee42fd245b7c52e6f04068d0c35d44))

[0.4.0](https://github.com/ydataai/ydata-synthetic/compare/0.3.4...0.4.0) (2021-08-27)


Features

* New Input parameters format & model fixes ([82](https://github.com/ydataai/ydata-synthetic/issues/82)) ([7d1bd13](https://github.com/ydataai/ydata-synthetic/commit/7d1bd130f134be82216f6b490f043650145bf734)), closes [#74](https://github.com/ydataai/ydata-synthetic/issues/74) [#75](https://github.com/ydataai/ydata-synthetic/issues/75) [#75](https://github.com/ydataai/ydata-synthetic/issues/75) [#77](https://github.com/ydataai/ydata-synthetic/issues/77) [#78](https://github.com/ydataai/ydata-synthetic/issues/78) [#79](https://github.com/ydataai/ydata-synthetic/issues/79)