Top 7 Python data-generation Projects

SDV

59 2,117 9.3 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 1,136 7.9 Python

Conditional GAN for generating synthetic tabular data.

Project mention: Ctgan: Generating synthetic data in Python using GANs | 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.
Copulas

1 504 7.3 Python

A library to model multivariate data using copulas.
DeepEcho

1 88 6.6 Python

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

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

hypothesis-graphql

3 40 6.9 Python

Generate arbitrary queries matching your GraphQL schema, and use them to verify your backend implementation.
trainer

4 28 8.2 Python

Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs. (by gretelai)
dummPy

1 0 2.9 Python

An application that produces fake (dummy) data for Data analysis practice.
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.

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).