Synthetic Data Generation Python Packages

copulas

A library to model multivariate data using copulas.

sdv

Synthetic data generation for tabular data

ctgan

Conditional GAN for generating synthetic tabular data.

deepecho

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

mostlyai

Synthetic Data SDK ✨

mostlyai-engine

Synthetic Data Engine 💎

neosync

Neosync Python SDK

dataxid

The Synthetic Data API. Generate privacy-safe synthetic data with 5 lines of code.

openpo

Build high quality synthetic datasets with AI feedback from 200+ LLMs

autosynth

Agentic synthetic-data generation framework inspired by Meta FAIR's Autodata / Agentic Self-Instruct.

iftg

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

genalog

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

tno-sdg-tabular-eval-utility-metrics

TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics

tno-sdg-graph-gen-graphbin

TNO PET Lab - Synthetic Data Generation (SDG) - Graph - Generation - GraphBin

synfintabgen

SynFinTabGen: A package for generating synthetic financial tables.

mostly-python

Synthetic Data SDK ✨