Synthetic data generation for tabular data
-
Updated
May 14, 2024 - Python
Synthetic data generation for tabular data
Conditional GAN for generating synthetic tabular data.
A library to model multivariate data using copulas.
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
Unity's privacy-preserving human-centric synthetic data generator
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
Synthetic Data Generation for mixed-type, multivariate time series.
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.
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
R Package to generate synthetic data.
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
Scripts for data generation using Blender and 3D datasets like Matterport3D.
Synthetic Data Generation and Evaluation
TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation
3D image registration training framework using adaptive loss weighting and synthetic data generation
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"
Add a description, image, and links to the synthetic-data-generation topic page so that developers can more easily learn about it.
To associate your repository with the synthetic-data-generation topic, visit your repo's landing page and select "manage topics."