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Ydata Synthetic Versions
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Synthetic data generators for tabular and time-series data
Overview
Versions
Reviews
Resources
0.8.0
1 year ago
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
2 years ago
0.7.1
(2022-04-19)
Bug Fixes
remove optimizers as model attributess (
#160
) (
e2f4159
)
0.7.0
2 years ago
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
2 years ago
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
2 years ago
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
2 years ago
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
2 years ago
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
2 years ago
0.3.1
(2021-08-16)
Bug Fixes
trange and clip_value input. (
#72
) (
c816150
)
0.3.0
3 years ago
0.3.0
(2021-04-29)
Features
Support save model in CGAN (
#64
) (
49f6221
)
0.2.4
3 years ago
0.2.4
(2021-04-27)
Bug Fixes
version:
make package version available after install (
#61
) (
6e4368b
)
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