Synthetic Dataset Generation Python Packages

openlayer

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

sdg-hub

Synthetic Data Generation Toolkit for LLMs

model2data

model2data turns data models into analytics-ready datasets.

misata

Synthetic data that hits the numbers you declare, exactly. Multi-table with verified foreign-key integrity, deterministic, no model in the data path. Python + MCP server. In simple terms, a powerful demo data generator for sales/demos/seed data.

bespokelabs-curator

Synthetic data curation for post-training and structured data extraction

be-great

A novel approach for synthesizing tabular data using pretrained large language models

realtabformer

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

inductiva

Large scale simulations made simple.

dria

Dria SDK is for building and executing synthetic data generation pipelines on Dria Knowledge Network.

tempo-sim

A collection of Unreal Engine plugins for simulation

datadreamer-dev

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤

datasety

CLI tool for dataset preparation: resize, align, caption, shuffle, synthetic, and mask generation.

unreal

A Synthetic data generator.

dupehell

Synthetic multi-domain dataset generator for record linkage benchmarking

great-generator

Generate realistic Synthetic enterprise data for Spark, Pandas, testing, demos, benchmarking, learning, and research.

calm-data-generator

CALM-Data-Generator is a comprehensive Python library for synthetic data generation with advanced features

supercongan

Training a GAN using superconductivity data

symbac

Accurate segmentation of bacterial microscope images using deep learning synthetically generated image data.

educhateval

A structured pipeline and Python package for deploying and evaluating interactive LLM tutor systems in educational settings.

pyclugen

Multidimensional cluster generation in Python

syndiffix

Python implementation of the SynDiffix synthetic data generation mechanism.

dpsdv

Creating a Differential Privacy securing Synthetic Data Generation for tabular, relational and time series data.

blenderline

A Blender pipeline for generating synthetic images of production lines