synthetic-data-generation
There are 48 repositories under synthetic-data-generation topic.
sdv-dev/SDV
Synthetic data generation for tabular data
nucleuscloud/neosync
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
sdv-dev/CTGAN
Conditional GAN for generating synthetic tabular data.
sdv-dev/Copulas
A library to model multivariate data using copulas.
microsoft/genalog
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
Unity-Technologies/PeopleSansPeople
Unity's privacy-preserving human-centric synthetic data generator
fjxmlzn/DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
sdv-dev/DeepEcho
Synthetic Data Generation for mixed-type, multivariate time series.
netsharecmu/NetShare
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
microsoft/CodeMixed-Text-Generator
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.
openraven/mockingbird
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
Graph-COM/GraphMaker
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
Unity-Technologies/AnthroNet
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
VCL3D/BlenderScripts
Scripts for data generation using Blender and 3D datasets like Matterport3D.
aliseyfi75/COSCI-GAN
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
stefanrmmr/differentially_private_synthetic_data
Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
gongouveia/Whisper-Temple-Synthetic-ASR-Dataset-Generator
(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.
marzekan/WCGAN-GP
TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation
SidharthMacherla/conjurer
R Package to generate synthetic data.
jpdefrutos/DDMR
3D image registration training framework using adaptive loss weighting and synthetic data generation
arya-upm/mVARbox
mVARbox is a Matlab toolbox for uni/multivariate data series analysis in both time/space and frequency domains, with focus on mutivariate autoregressive (VAR) models
CatSatOK/Prophets-of-Profit-Evaluating-Synthetic-Data-Techniques-in-Financial-Forecasting-Models
An comparative investigation into WGAN-GP, CTGAN, TimeGAN and DoppelGANger usage for generating synthetic time series finance data for use in forecasting model
an-seunghwan/DistVAE
Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"
an-seunghwan/synthesizers
Implementations of various synthesizers with pytorch.
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Sequential-Monte-Carlo
Synthetic Data Generation by Sequential Monte Carlo (SMC)
ShendoxParadox/Few-shot-satellite-image-classification-OPS-SAT
Few-shot satellite image classification for bringing deep learning on board OPS-SAT
A-Bak/fingerprint-wgan
Wasserstein Generative Adversarial Network (WGAN) with Gradient Penalty (GP) for generation of synthetic diseased fingerprints.
HoomanRamezani/drone-defect-detection
temporal + cnn vision model for classification of windmill defects, with unreal-engine data generation and a custom data augmentation suite
JJavierRosales/scapy
Machine Learning Python library for Spacecraft Conjunction Assessment optimisation.
mtnmunuklu/logen
Generates synthetic logs for Sigma rules
SeyedMuhammadHosseinMousavi/SDGVanillaGAN
Synthetic Data Generation (SDG) Using Vanilla GAN
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Markov-Chain-Monte-Carlo
Synthetic Data Generation by Markov Chain Monte Carlo (MCMC)
TNO-SDG/tabular.eval.utility_metrics
TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics
amurudkar/synthetic-data-generation
A python module to generate synthetic images from 3D models, for use in image detection/segmentation tasks.
baew-seattleu/SDGnE
Synthetic Data Generation and Evaluation
jaabmar/private-pgd
Implementation for the paper: "Privacy-preserving data release leveraging optimal transport and particle gradient descent"