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

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

SYNDATA software includes a suite of statistical/machine learning models to generate discrete/categorical synthetic data.

Wasserstein Generative Adversarial Network (WGAN) with Gradient Penalty (GP) for generation of synthetic diseased fingerprints.

In this repository, I tried to investigate the utility of synthetic data generated by DataSynthesizer and Synthetic Data Vault in machine learning tasks. I applied the Random Forest, Logistic Regression, Support Vector Machine, K-Nearest Neighbor, and Naive Bayes algorithms to the synthetic data and made a comparison.

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

A Framework for Evaluating Recommender Systems on Synthetic Data Classes

The public repo of experiments from paper "Performance Ranking of Recommender Systems on Simulated Data" by Stavinova et al.

Generates midi notes to join two different midi snippets by interpolation with a cubic spline curve

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

Parent project - Training School

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.

Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution

Synthetic Data Generation (SDG) Using Vanilla GAN

Synthetic Data Generation by Sequential Monte Carlo (SMC)

Synthetic Data Generation by Markov Chain Monte Carlo (MCMC)

Synthetic Data Generation by Kernel Density Estimation (KDE)

Synthetic Data Generation by Differential Evolution (DE)

Synthetic Data Generation by ShallowNN

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