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.

SynthRust

A declarative tool for generating realistic, scalable test data from code or existing databases.

synthRust

A declarative tool for generating realistic, scalable test data from code or existing databases.

JasonLiTW/simple-railway-captcha-solver#english-versionPython

A CNN-based captcha solver for Taiwan Railway booking website with a training set generator that mimics captcha style and uses data augmentation.

TabGANPython

A Python library for generating high-quality synthetic tabular data using GANs, diffusion models, and large language models.

SimGAN-CaptchaJupyter Notebook

An AI-powered captcha solver using SimGAN to generate synthetic training data without manual labeling.

pointblankPython

A Python data validation toolkit that finds data quality issues and generates beautiful, shareable reports for team collaboration.

AgMLPython

A centralized Python framework for agricultural machine learning, providing access to public datasets, benchmarks, pretrained models, and synthetic data generation.

moldovaGo

A lightweight Go-based templating system for generating random data with customizable tokens.

Synthetic Adversarial Log Objects (SALO) | SplunkPython

A Python framework for generating synthetic log events without requiring actual infrastructure or actions.

SynthiaPython

A Python package for generating multidimensional synthetic data using Copula and fPCA models to preserve statistical properties.