Synthetic Data

BlenderProcPython

A procedural Blender pipeline for generating photorealistic training images for computer vision and machine learning.

pgmpyPython

A Python toolkit for causal and probabilistic reasoning using graphical models like Bayesian Networks and Structural Equation Models.

Synthea Patient GeneratorJava

An open-source synthetic patient population simulator that generates realistic (but not real) patient data and health records in multiple formats.

GreenmaskGo

An open-source tool for PostgreSQL and MySQL database anonymization, synthetic data generation, and logical dumping.

ydata-syntheticJupyter Notebook

A Python package for generating synthetic tabular and time-series data using state-of-the-art generative models like GANs and Gaussian Mixtures.