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Add CopulaGAN Model #202

Merged
merged 6 commits into from
Oct 6, 2020
Merged

Add CopulaGAN Model #202

merged 6 commits into from
Oct 6, 2020

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csala
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@csala csala commented Oct 5, 2020

This PR adds a new tabular model based on combining the CTGAN model with the reversible transformation applied in the GaussianCopula model that converts random variables with arbitrary distributions to new random variables with standard normal distribution.

The reversible transformation is handled by the GaussianCopulaTransformer recently added to RDT.

@csala csala merged commit bccbe9f into master Oct 6, 2020
@csala csala deleted the copulagan branch October 6, 2020 11:37
@csala csala self-assigned this Oct 6, 2020
@csala csala added the feature request Request for a new feature label Oct 6, 2020
@csala csala added this to the 0.4.4 milestone Oct 6, 2020
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