Top 7 synthetic-data-generation Open-Source Projects

SDV

59 2,141 9.4 Python

Synthetic data generation for tabular data

Project mention: Synthetic data generation for tabular data | news.ycombinator.com | 2024-02-27

Can someone help me understand the licensing of this?
https://github.com/sdv-dev/SDV/blob/main/LICENSE
It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?

CTGAN

2 1,140 8.5 Python

Conditional GAN for generating synthetic tabular data.

Project mention: Ctgan: Generating synthetic data in Python using GANs | news.ycombinator.com | 2024-02-05

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Copulas

1 504 7.3 Python

A library to model multivariate data using copulas.
genalog

1 295 0.0 Jupyter Notebook

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
PeopleSansPeople

5 293 3.0 C#

Unity's privacy-preserving human-centric synthetic data generator
DoppelGANger

14 275 3.8 Python

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
DeepEcho

1 88 7.6 Python

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

Project mention: DeepEcho: Synthetic Data Generation Library | news.ycombinator.com | 2024-02-05

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).