Ydata-synthetic

Latest version: v1.4.0

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0.1.3

[0.1.3](https://github.com/ydataai/ydata-synthetic/compare/0.1.2...0.1.3) (2021-02-20)


Bug Fixes

* TimeGAn training. ([45](https://github.com/ydataai/ydata-synthetic/issues/45)) ([5058416](https://github.com/ydataai/ydata-synthetic/commit/5058416f499c20174e35bf8d46afb7196e67f27b))

0.1.2

[0.1.2](https://github.com/ydataai/ydata-synthetic/compare/0.1.1...0.1.2) (2021-02-11)


Bug Fixes

* package imports in example scripts ([38](https://github.com/ydataai/ydata-synthetic/issues/38)) ([ca810b2](https://github.com/ydataai/ydata-synthetic/commit/ca810b2e3e068dccddd01d378994a1701dc8b83a))

0.1.1

[0.1.1](https://github.com/ydataai/ydata-synthetic/compare/0.1.0...0.1.1) (2021-01-29)


Bug Fixes

* **package:** missing long_description in setup.py ([29732d2](https://github.com/ydataai/ydata-synthetic/commit/29732d29ded00ad1f57ca7117f2dc985608c4f82))

0.1.0

[0.1.0](https://github.com/ydataai/ydata-synthetic/compare/0.0.0...0.1.0) (2021-01-29)


Bug Fixes

* **base:** Save and load methods ([5a5e342](https://github.com/ydataai/ydata-synthetic/commit/5a5e3423169553cc5d0078596a549c577c35b66d))
* **datasets:** Breast_cancer and adult dataset processing logic. ([18b70aa](https://github.com/ydataai/ydata-synthetic/commit/18b70aaf449de68e407b71d23879d3f5bf6e7675))
* **gan:** Example notebook visualization. ([1d84e2a](https://github.com/ydataai/ydata-synthetic/commit/1d84e2ab5d71414a4b85f204204529e9d7076092))
* **gan:** Example visualization correction ([f64d185](https://github.com/ydataai/ydata-synthetic/commit/f64d185e88c2a2e6ad31d7f9eb727061e0152b1f))
* **gans:** Load and save model fix. ([50f8d36](https://github.com/ydataai/ydata-synthetic/commit/50f8d36e30acb75a8103347f6c0c6dc54efdb4f4))
* **save:** Making keras pickable. ([99773dc](https://github.com/ydataai/ydata-synthetic/commit/99773dcb54ecc1227655973f185c64f633397359))
* **setup:** Add changes to the setup ([343eeea](https://github.com/ydataai/ydata-synthetic/commit/343eeeaf37f1344da83cfdcaa904846407428534))
* **synth:** Fix load function. ([64a6f6f](https://github.com/ydataai/ydata-synthetic/commit/64a6f6f711c70ec51a567fc153b30a22dff5d533))
* **timeseries:** Requirements.txt ([70b086e](https://github.com/ydataai/ydata-synthetic/commit/70b086ed594f2bd887247abdfe340b5875304fb0))
* **timeseries:** Sampling method corrected ([ac6ff37](https://github.com/ydataai/ydata-synthetic/commit/ac6ff37a26e23fa9a090d6fa150854f43157b913))
* **VanillaGAN:** Add VanillaGAN again to the repo. ([8d8eab3](https://github.com/ydataai/ydata-synthetic/commit/8d8eab3f2fcd6994d1b7025a711b775e486f6545))
* **wgan:** Gradients solved ([41fcb1d](https://github.com/ydataai/ydata-synthetic/commit/41fcb1d46cf29853ab2c7718a83b69dc34a95c22))
* Add weight clipping ([c82b9b5](https://github.com/ydataai/ydata-synthetic/commit/c82b9b53473e79aee0220e81f84ec683761cec55))
* betas ([074cc2d](https://github.com/ydataai/ydata-synthetic/commit/074cc2dd043e199068ada9820f7f0d9ddbcf2ad4))
* changing init ([45f9fd0](https://github.com/ydataai/ydata-synthetic/commit/45f9fd077a050d54c012562ee62a0f735d9e7649))
* Example update ([9960f95](https://github.com/ydataai/ydata-synthetic/commit/9960f954987225aef6caa58df73c01468039612b))
* imports ([7787def](https://github.com/ydataai/ydata-synthetic/commit/7787defff45057f35a85ccb34baf3c39ff43c146))
* Init file. ([eb2c1fb](https://github.com/ydataai/ydata-synthetic/commit/eb2c1fbb65df0af26413a3b88d9df92a19add9eb))
* Tensorflow requirements ([78b650e](https://github.com/ydataai/ydata-synthetic/commit/78b650e3c6c604380dd188da76a95a1eafbbc120))


Features

* **adult:** Add WGANGP example with adult census dataset. ([c97931d](https://github.com/ydataai/ydata-synthetic/commit/c97931dc122a0be5989e7ad3ba81e133fdbc62f9))
* **cgan:** Add Conditional GAN example. ([4292858](https://github.com/ydataai/ydata-synthetic/commit/4292858653a7eacd3a803cca70c41c06775b341b))
* **cgan:** Add Jupyter notebook conditional example. ([72d9ca4](https://github.com/ydataai/ydata-synthetic/commit/72d9ca4049f8a89eb791484737f1c03af55c8c45))
* **cgan:** Jupyter Notebook conditional example. ([7e7018d](https://github.com/ydataai/ydata-synthetic/commit/7e7018db66fbf369a76197743cd461e1333ddcde))
* **dataset:** Add adult dataset processing ([ae12de2](https://github.com/ydataai/ydata-synthetic/commit/ae12de2e44a8798979bef2df91edea19af3328f9))
* **dataset:** Add Breast cancer dataset processing ([cf2230b](https://github.com/ydataai/ydata-synthetic/commit/cf2230bc1a312864d3f3c0d66eebcaaaab8ee4a9))
* **datasets:** Add cardiovascular data ([cc3dc0f](https://github.com/ydataai/ydata-synthetic/commit/cc3dc0f734c23f672614360393cb56177008b016))
* **dvc:** DVC init ([a1e271a](https://github.com/ydataai/ydata-synthetic/commit/a1e271a45b7c4f152a4393c1a13ae60aaaf46184))
* **gan:** Add GAN and CGAN code ([de31e24](https://github.com/ydataai/ydata-synthetic/commit/de31e245741683843a6c25a5203a3527500148ff))
* **gan:** Add save and load generator from a trained synthesizer ([e77fc31](https://github.com/ydataai/ydata-synthetic/commit/e77fc31d1008bf31c89b0707c6dcdcb657c41393))
* **gan:** Adding example Jupyter Notebook. ([29e18dc](https://github.com/ydataai/ydata-synthetic/commit/29e18dcb39b6f9ebe15292df1688d7ac8048fc3e))
* **gan:** Adding sample method ([f52a06e](https://github.com/ydataai/ydata-synthetic/commit/f52a06eda57c32de2a69778a60447e23855dbcd3))
* **gan:** Changes to example ([0864c90](https://github.com/ydataai/ydata-synthetic/commit/0864c905a505edc9873b168a90c50a7847659cbf))
* **gans:** Add new files to the project ([55c41c7](https://github.com/ydataai/ydata-synthetic/commit/55c41c7fb31b5357a028fb70e520d37681bb45db))
* **gans:** Example train visualization added ([1a659fa](https://github.com/ydataai/ydata-synthetic/commit/1a659fa04433ce92f22d08e9683c4cd9a355c1b0))
* **synth:** Changes to init files. ([e6cba5f](https://github.com/ydataai/ydata-synthetic/commit/e6cba5f53e03fb25e16edd39c97bf6f1179ab489))
* **timegan:** Add class models ([53a2ab3](https://github.com/ydataai/ydata-synthetic/commit/53a2ab330333365e431b6e271f486a35edb42a4a))
* **timegan:** Defining the training process. ([84f903c](https://github.com/ydataai/ydata-synthetic/commit/84f903c9c0911024670d467ed098d0e7ee8add12))
* **timeGAN:** Add embedded and supervised training. ([ae8e021](https://github.com/ydataai/ydata-synthetic/commit/ae8e021ed8b33f1c4324617d4a4edcaa28ce9fac))
* **timeseries:** Add time-series stock example. ([b3d6df9](https://github.com/ydataai/ydata-synthetic/commit/b3d6df91ab34f3126fcab7112281bf3a38046325))
* **timeseries:** TimeGAN stock data example. ([6f832f7](https://github.com/ydataai/ydata-synthetic/commit/6f832f71bf92746e8cb83235799891ee9912120f))
* **timeseries:** TimeSeries dataset preprocessing. ([6ad8132](https://github.com/ydataai/ydata-synthetic/commit/6ad813265008914fd494cbf3191dddde9256c713))
* **ts:** Add sample method. ([2742168](https://github.com/ydataai/ydata-synthetic/commit/274216869066c16b3243d987c1f91ae3133fa536))
* **ts:** Evaluation added. ([e7ca201](https://github.com/ydataai/ydata-synthetic/commit/e7ca2010a726e4d2c527b9116db2a32ad1f1baea))
* **ts:** Evaluation PCA and TSNE. ([4a24c01](https://github.com/ydataai/ydata-synthetic/commit/4a24c0116612a1fa25e9a6353800aeb9cb460ed9))
* changes on wgan_gp ([6248aef](https://github.com/ydataai/ydata-synthetic/commit/6248aef9788b4fb3114304c8d4bc029bf31c5ea5))
* **utils:** Add new utils. Improved checkpoint function. ([05b370b](https://github.com/ydataai/ydata-synthetic/commit/05b370b27bf19affa72cbb83dfadd11481df6b1e))
* **wgan:** Add WGAN code. ([c4a334b](https://github.com/ydataai/ydata-synthetic/commit/c4a334b70a5739dd86ac9b0e9170e084da95b0e7))
* **wgan-gp:** Add gradient penalty to wgan ([5d37e62](https://github.com/ydataai/ydata-synthetic/commit/5d37e62e2bb6e735b3f46a9c9913344e6faa11bb))
* **wgan-gp:** Add to init. ([b5867da](https://github.com/ydataai/ydata-synthetic/commit/b5867da3f606c71d3c01712e71782039403cdb0f))
* Add setup.py file ([d2f9416](https://github.com/ydataai/ydata-synthetic/commit/d2f9416abefb128c52e203af51299987dbad75bf))

0.0.0

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