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@sdv-dev

The Synthetic Data Vault Project

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  1. SDV SDV Public

    Synthetic data generation for tabular data

    Python 2.4k 318

  2. CTGAN CTGAN Public

    Conditional GAN for generating synthetic tabular data.

    Python 1.3k 296

  3. SDMetrics SDMetrics Public

    Metrics to evaluate quality and efficacy of synthetic datasets.

    Python 215 45

  4. Copulas Copulas Public

    A library to model multivariate data using copulas.

    Python 557 109

  5. SDGym SDGym Public

    Benchmarking synthetic data generation methods.

    Python 266 61

  6. RDT RDT Public

    A library of Reversible Data Transforms

    Python 122 25

Repositories

Showing 10 of 11 repositories
  • SDMetrics Public

    Metrics to evaluate quality and efficacy of synthetic datasets.

    sdv-dev/SDMetrics’s past year of commit activity
    Python 215 MIT 45 62 10 Updated Dec 11, 2024
  • SDV Public

    Synthetic data generation for tabular data

    sdv-dev/SDV’s past year of commit activity
    Python 2,411 318 150 4 Updated Dec 11, 2024
  • SDGym Public

    Benchmarking synthetic data generation methods.

    sdv-dev/SDGym’s past year of commit activity
    Python 266 61 19 3 Updated Dec 11, 2024
  • DeepEcho Public

    Synthetic Data Generation for mixed-type, multivariate time series.

    sdv-dev/DeepEcho’s past year of commit activity
    Python 105 15 10 0 Updated Dec 3, 2024
  • RDT Public

    A library of Reversible Data Transforms

    sdv-dev/RDT’s past year of commit activity
    Python 122 25 38 0 Updated Dec 2, 2024
  • CTGAN Public

    Conditional GAN for generating synthetic tabular data.

    sdv-dev/CTGAN’s past year of commit activity
    Python 1,297 296 32 7 Updated Nov 25, 2024
  • Copulas Public

    A library to model multivariate data using copulas.

    sdv-dev/Copulas’s past year of commit activity
    Python 557 109 48 4 Updated Nov 19, 2024
  • sdv-dev/sdv-dev.github.io’s past year of commit activity
    JavaScript 1 0 0 0 Updated Jun 21, 2024
  • blog Public

    SDV blog

    sdv-dev/blog’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jan 31, 2023
  • TGAN Public

    Generative adversarial training for generating synthetic tabular data.

    sdv-dev/TGAN’s past year of commit activity
    Python 280 MIT 92 32 1 Updated Nov 26, 2022