The Synthetic Data Vault Project

Repositories

• RDT

  A library of Reversible Data Transforms
  Python MIT 15 29 12 4 Updated Jul 24, 2021

• SDGym

  Benchmarking synthetic data generation methods.

  benchmark tabular-data generative-adversarial-network synthetic-data synthetic-data-vault sdgym-synthesizers
  Python MIT 41 112 6 1 Updated Jul 23, 2021

• Copulas

  A library to model multivariate data using copulas.

  machine-learning data-generation synthetic-data copulas synthetic-data-generation
  Jupyter Notebook MIT 61 203 25 4 Updated Jul 23, 2021

• SDMetrics

  Metrics to evaluate quality and efficacy of synthetic datasets.

  quality metrics synthetic-data
  Python MIT 11 35 8 1 Updated Jul 16, 2021

• CTGAN

  Conditional GAN for generating synthetic tabular data.

  tabular-data generative-adversarial-network data-generation synthetic-data synthetic-data-generation
  Python MIT 122 395 15 (1 issue needs help) 3 Updated Jul 14, 2021

• SDV

  Synthetic Data Generation for tabular, relational and time series data.

  machine-learning time-series generative-adversarial-network gan data-generation gans synthetic-data
  Jupyter Notebook MIT 86 465 116 3 Updated Jul 13, 2021

• sdv-dev.github.io
  JavaScript 0 0 0 0 Updated Jun 23, 2021

• blog

  SDV blog
  JavaScript 0 0 0 0 Updated Jun 23, 2021

• web-dev

  Website development branch
  JavaScript 0 0 0 0 Updated Jun 21, 2021

• DeepEcho

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

  deep-learning time-series generative-adversarial-network data-generation synthetic-data sdv synthetic-data-generation
  Python MIT 6 14 3 0 Updated Feb 24, 2021

• TGAN

  Generative adversarial training for generating synthetic tabular data.

  tabular-data generative-adversarial-network synthetic-data synthesizing-tabular-data
  Python MIT 64 189 27 0 Updated Sep 4, 2020