Synthetic Dataset Generation Python Packages

openlayer

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

bespokelabs-curator

Synthetic data curation for post-training and structured data extraction

sdg-hub

Synthetic Data Generation Toolkit for LLMs

augraphy

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

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.

datasety

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

plotsim

Plotsim generates multi-table synthetic datasets with behavioral trajectories, correlations, and causal lags. Config-driven, deterministic, no real data required.

calm-data-generator

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

misata

High-performance open-source synthetic data engine. Uses LLMs for schema design and vectorized NumPy for deterministic, scalable generation.

datadreamer-dev

Prompt. Generate Synthetic Data. Train & Align Models.

supercongan

GAN trained on superconductivity data

clearbox-synthetic-kit

Clearbox AI's all-in-one solution for generation and evaluation of synthetic tabular and time-series data.

pyclugen

Multidimensional cluster generation in Python

unreal

A Synthetic data generator.

symbac

A package for generating synthetic images of bacteria in phase contrast or fluorescence. Used for creating training data for machine learning segmentation and tracking algorithms.

historical2realtime

Transform static, tabular historical data into a live, real-time synthetic data stream.

synloc

A Python package to create synthetic data from locally estimated distributions

dpsdv

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

wormpose

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

educhateval

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

blenderline

A Blender pipeline for generating synthetic images of production lines