The Synthetic Data Vault Project

All

11 repositories

SDV
Public
Synthetic data generation for tabular data
machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv
Python
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Other
•317•2.4k•145•4•Updated Nov 13, 2024Nov 13, 2024
RDT
Public
A library of Reversible Data Transforms
Python
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Other
•26•121•38•2•Updated Nov 13, 2024Nov 13, 2024
Copulas
Public
A library to model multivariate data using copulas.
generative-model data-generation synthetic-data copulas synthetic-data-generation generative-ai machine-learning tabular-data
Python
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Other
•108•554•49•5•Updated Nov 13, 2024Nov 13, 2024
SDGym
Public
Benchmarking synthetic data generation methods.
benchmark tabular-data generative-adversarial-network synthetic-data generative-models synthetic-data-vault sdgym-synthesizers generative-ai deep-learning
Python
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Other
•60•262•18•3•Updated Nov 12, 2024Nov 12, 2024
SDMetrics
Public
Metrics to evaluate quality and efficacy of synthetic datasets.
quality metrics synthetic-data
Python
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MIT License
•45•212•63•9•Updated Nov 12, 2024Nov 12, 2024
DeepEcho
Public
Synthetic Data Generation for mixed-type, multivariate time series.
deep-learning time-series generative-adversarial-network data-generation synthetic-data-generation synthetic-data sdv
Python
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Other
•14•105•10•0•Updated Nov 11, 2024Nov 11, 2024
CTGAN
Public
Conditional GAN for generating synthetic tabular data.
tabular-data generative-adversarial-network data-generation synthetic-data-generation synthetic-data
Python
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Other
•292•1.3k•31•7•Updated Nov 11, 2024Nov 11, 2024
sdv-dev.github.io
Public
JavaScript
•0•1•0•0•Updated Jun 21, 2024Jun 21, 2024
blog
Public
SDV blog
JavaScript
•0•0•0•0•Updated Jan 31, 2023Jan 31, 2023
TGAN
Public
Generative adversarial training for generating synthetic tabular data.
tabular-data generative-adversarial-network synthetic-data synthesizing-tabular-data
Python
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MIT License
•91•282•32•1•Updated Nov 26, 2022Nov 26, 2022
web-dev
Public
Website development branch
JavaScript
•0•0•0•0•Updated Mar 1, 2022Mar 1, 2022