The Synthetic Data Vault Project

Repositories

• SDV

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

  machine-learning time-series data-generation synthetic-data sdv multi-table synthetic-data-generation
  Jupyter Notebook MIT 53 292 39 1 Updated Dec 31, 2020

• Copulas

  A library to model multivariate data using copulas.

  machine-learning data-generation synthetic-data copulas synthetic-data-generation
  Jupyter Notebook MIT 42 131 17 3 Updated Dec 31, 2020

• SDGym

  Benchmarking synthetic data generation methods.

  benchmark tabular-data synthetic-data
  Python MIT 33 80 10 1 Updated Dec 31, 2020

• SDMetrics

  Metrics to evaluate quality and efficacy of synthetic datasets.

  quality metrics synthetic-data
  Python MIT 7 12 2 0 Updated Dec 31, 2020

• CTGAN

  Conditional GAN for generating synthetic tabular data.

  tabular-data generative-adversarial-network data-generation synthetic-data synthetic-data-generation
  Python MIT 83 227 7 (1 issue needs help) 0 Updated Dec 31, 2020

• sdv-dev.github.io
  JavaScript 0 0 0 0 Updated Dec 18, 2020

• RDT

  A library of Reversible Data Transforms
  Python MIT 9 13 3 0 Updated Dec 18, 2020

• DeepEcho

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

  deep-learning time-series data-generation synthetic-data synthetic-data-generation
  Python MIT 1 3 2 0 Updated Dec 18, 2020

• TGAN

  Generative adversarial training for generating synthetic tabular data.

  tabular-data generative-adversarial-network synthetic-data synthesizing-tabular-data
  Python MIT 58 158 26 0 Updated Sep 4, 2020