Synthetic data generation for tabular data

Conditional GAN for generating synthetic tabular data.

Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.

A library to model multivariate data using copulas.

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

Unity's privacy-preserving human-centric synthetic data generator

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

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

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.

A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.

code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"

Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements

Scripts for data generation using Blender and 3D datasets like Matterport3D.

Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"

Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS

TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation

R Package to generate synthetic data.

(Still not complete!!) This UI serves as a Synthetic ASR Dataset Generator powered by/for OpenAI Whisper, enabling users to capture audio, transcribing it, on the fly and manage the generated dataset. It provides a user-friendly interface for configuring audio parameters, transcription options, and dataset management.

3D image registration training framework using adaptive loss weighting and synthetic data generation