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v3.2.0 — BayesianGenerator

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@Diyago Diyago released this 29 Mar 15:12

What's New

BayesianGenerator (Gaussian Copula)

  • New generator using Gaussian Copula for fast, lightweight synthetic data generation
  • No neural network training required — works out of the box
  • Added examples to Colab notebook

AutoSynth & HuggingFace Hub Integration (v3.1.0)

  • AutoSynth: automatically selects the best generator for your dataset
  • HuggingFace Hub: push/pull synthetic datasets directly
  • Blog post with benchmarks and speed comparisons

Other Improvements

  • Execution timing for all generators and quality reports
  • HuggingFace Space demo (Gradio app)
  • Fixed HF Space: disabled SSR, made heavy deps optional
  • Updated PyPI description

Full Changelog: v3.0.2...v3.2.0