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v0.3.5 - 2020-07-09

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@csala csala released this 09 Jul 20:45

This release introduces a new subpackage sdv.tabular with models designed specifically
for single table modeling, while still providing all the usual conveniences from SDV, such
as:

  • Seamless multi-type support
  • Missing data handling
  • PII anonymization

Currently implemented models are:

  • GaussianCopula: Multivariate distributions modeled using copula functions. This is stronger
    version, with more marginal distributions and options, than the one used to model multi-table
    datasets.
  • CTGAN: GAN-based data synthesizer that can generate synthetic tabular data with high fidelity.