What's Changed

• docs: update doc links by @fabclmnt in https://github.com/ydataai/ydata-synthetic/pull/339
• feat: re-direct to ydata-sdk by @fabclmnt in https://github.com/ydataai/ydata-synthetic/pull/351

Full Changelog: https://github.com/ydataai/ydata-synthetic/compare/1.4.0...2.0.0

2.0.0 (2024-09-10)

Features

• remove unecessary files and update logic (4885446)
• Re-direct to ydata-sdk

1.4.0 (2024-05-06)

Features

• add analytics (#335) (b7c05c2)
• bump tensorflow and tensorflow probability versions (#336) (e6334f4)

1.3.3 (2024-01-08)

Bug Fixes

• update import for TimeGAN (#321) (7d1ffb9)

1.3.2 (2023-12-08)

Bug Fixes

• update package version 6 documentation (#314) (94f02e4), closes #313 #306 #310 #296 #294 #292 #244 #241 #215

1.3.1 (2023-09-07)

Bug Fixes

• improvements to the doppelganger model (1279e5e)

1.3.0 (2023-08-07)

Features

• add doppelganger docs (ce75895)
• add doppelganger model (809008a)

1.2.0 (2023-05-24)

Features

• add new gmm based synth for fast synthesis (#269) (81abe1d)

1.1.0 (2023-03-27)

Bug Fixes

• update python version requirements (#249) (f13676c)

Features

• add Fabric Regular Synthesizer to Streamlit app (#252) (dcdab7f)

1.0.1 (2023-03-13)

1.0.0 (2023-03-01)

Bug Fixes

• remove gauumbel softmax dependencies (#235) (f25ff47)

Features

• add CTGAN model (#233) (cea1d8e)
• streamlit app for ydata-synthetic (#236) (1618ae1)

0.9.0 (2023-01-25)

Bug Fixes

• replace GumbelSoftmax by Softmax (#225) (3d58b58)

Features

• update to python 3.10, update examples (#223) (bd20953)

0.8.0 (2022-08-17)

• Update Tensorflow to 2.9.0

Bug Fixes

• Deactivate GumbelSoftmax. (#184) (b3ac1b0)
• Gumbel-Softmax notebook optimizers update (6fdb4b1)

Features

• Update Regular synthesizers interface (#182) (5139457)

0.7.1 (2022-04-19)

Bug Fixes

• remove optimizers as model attributess (#160) (e2f4159)

0.7.0 (2022-04-19)

Features

• Add new regular data model synthesizer CWGANGP (#153) (8d1311d)
• Add new regular data model synthesizer CWGANGP (#153) (ae641a6)

0.6.1 (2021-12-22)

Bug Fixes

• Change generator predict call to implicit call (7c6b925)
• TimeGAN: Restore define_gan call (a2c9a29)

0.6.0 (2021-12-22)

Features

• Generic data processor (#117) (08d3cae)
• Gumbel-Softmax and Activation Interface layers (ffec6b0)
• integrate data processor (#121) (dda17d2)

0.5.0 (2021-10-28)

Bug Fixes

• cgan discriminator repeated label (#101) (1c84754)
• Fix data preprocessing and dragan performance prints (#105) (3c5f1ee)
• Fix examples and dragan epoch checkpoint (#106) (7c4ce39)
• Timegan loss training (#100) (ba4f86d)

Features

• Add inverse transformations to supported datasets (#104) (c618d90)
• Add new Cramer Loss and Cramer GAN (#102) (a9de1ab)

0.4.0 (2021-08-27)

Features

• New Input parameters format & model fixes (#82) (7d1bd13), closes #74 #75 #75 #77 #78 #79

0.3.1 (2021-08-16)

Bug Fixes

• trange and clip_value input. (#72) (c816150)