GitHub topics: synthetic-data-generation
nucleuscloud/neosync
Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across environments.
Language: Go - Size: 173 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3,870 - Forks: 155
sdv-dev/SDV
Synthetic data generation for tabular data
Language: Python - Size: 31.6 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 3,008 - Forks: 363
FaNa-AI/Neuralclassification-titanic
simple PyTorch neural network for binary classification on synthetic data with training and evaluation.
Size: 104 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
Lucky-akash321/Intelligent-Cloud-Resource-Advisor
The Intelligent Cloud Resource Advisor is an AI-powered tool that helps FinOps teams optimize cloud usage and reduce costs. It analyzes historical data to forecast trends, detect anomalies, and recommend actions. With an interactive dashboard, it delivers clear, explainable insights for smarter cloud management.
Size: 194 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0
sdv-dev/Copulas
A library to model multivariate data using copulas.
Language: Python - Size: 29.2 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 593 - Forks: 116
sdv-dev/CTGAN
Conditional GAN for generating synthetic tabular data.
Language: Python - Size: 1.83 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,404 - Forks: 310
mostly-ai/mostlyai
Synthetic Data SDK ✨
Language: Python - Size: 13.1 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 556 - Forks: 42
susmnty/Adaptive-Engagement-Intelligence-Platform
Digital platforms today need more than static dashboards, they require adaptive systems that continuously learn from user activity. This project develops a behavioural intelligence framework that dynamically groups interaction patterns, surfaces critical risk indicators, and enables strategic actions to influence experience outcomes.
Language: Python - Size: 12.4 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 1 - Forks: 0
naomibaes/LSCD_method_evaluation
Companion repository with scripts for applying LSC-Eval, a 3-stage evaluation framework to: (1) create theory-driven LLM-generated synthetic suites for LSC dimensions, (2) program experimental settings for comparative method evaluation on a synthetic change detection task, (3) choose the most suitable method for the dimension and domain of interest
Language: Jupyter Notebook - Size: 582 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0
microsoft/genalog
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 2 hours ago - Pushed at: over 1 year ago - Stars: 325 - Forks: 34
jknafou/TransCorpus
TransCorpus is a scalable toolkit for large-scale, parallel translation and preprocessing of text corpora, built for language model pretraining and research.
Language: Python - Size: 5.91 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0
apple/ml-interactive-data-augmentation
Interactive Data Augmentation (CHI 2025)
Language: Svelte - Size: 73 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 19 - Forks: 1
starfishdata/starfish
Synthetic data generation to fuel AI models
Language: Python - Size: 14 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 30 - Forks: 1
svrnm/awesome-synthetic-apps
A collection of demo applications, telemetry generators and tools for application simulaton
Size: 8.79 KB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0
mostly-ai/mostlyai-engine
Synthetic Data Engine 💎
Language: Python - Size: 2.35 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 61 - Forks: 4
weiyifan1023/senator
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs
Language: Python - Size: 6.44 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 58 - Forks: 3
Unity-Technologies/PeopleSansPeople
Unity's privacy-preserving human-centric synthetic data generator
Language: C# - Size: 446 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 311 - Forks: 35
Aminah-Dodiya/Medgan_Studio
Streamlit app for generating clinical-grade synthetic medical images using Medigan.
Language: Python - Size: 92.8 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0
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.
Language: Jupyter Notebook - Size: 3.79 MB - Last synced at: about 2 hours ago - Pushed at: 11 months ago - Stars: 55 - Forks: 12
sdv-dev/DeepEcho
Synthetic Data Generation for mixed-type, multivariate time series.
Language: Python - Size: 760 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 115 - Forks: 16
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-of-Body-Motion-Data-by-Neural-Gas-Network-for-Emotion-Recognition
Synthetic Data Generation of Body Motion Data by Neural Gas Network for Emotion Recognition
Language: Python - Size: 14.6 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 1 - Forks: 1
dmeldrum6/LLMDatasetBuilder
LLM-Powered Dataset Creation Tool
Language: HTML - Size: 44.9 KB - Last synced at: 29 days ago - Pushed at: 30 days ago - Stars: 1 - Forks: 0
ing-bank/INGenious
INGenious Playwright Studio
Language: Java - Size: 11.7 MB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 96 - Forks: 28
PMBio/Health-Privacy-Challenge
The starter kit for the CAMDA 2025 Health Privacy Challenge.
Language: Python - Size: 43 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 5
lparolari/harlequin
Code and DataLoader for the Harlequin dataset 🎨 described in the paper "Harlequin: Color-driven Generation of Synthetic Data for Referring Expression Comprehension", presented at ICPR'24
Language: Python - Size: 3.42 MB - Last synced at: about 21 hours ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0
tejuafonja/margctgan
Official implementation of "MargCTGAN: A ``Marginally'' Better CTGAN for the Low Sample Regime" (ICML 2023 Deploying Generative AI workshop & GCPR 2023 Conference)
Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2
GBR-RL/DeepInspect3D
A modular, high-fidelity 3D inspection framework for detecting geometric deviations in engineered components through CAD-referenced scan analysis, precise point cloud registration, and spatial deviation mapping.
Language: Python - Size: 25.7 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1
fjxmlzn/DoppelGANger
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Language: Python - Size: 67.4 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 307 - Forks: 74
Graph-COM/GraphMaker
[TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
Language: Python - Size: 1.86 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 57 - Forks: 7
dannylee1020/openpo
Building synthetic data for preference tuning
Language: Python - Size: 10.7 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 27 - Forks: 0
Replicon-genetics/rg_exploder_shared
Python code for generating synthetic sequence data: DNASEQ and RNASEQ reads for use as standards in genomics data analysis pipelines
Language: Python - Size: 209 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
jaabmar/private-pgd
Implementation for the paper "Privacy-preserving data release leveraging optimal transport and particle gradient descent"
Language: Python - Size: 26.2 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 1
OmarSamirz/ImageFromTextGenerator
IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.
Language: Python - Size: 15.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 14 - Forks: 1
keishihara/flow-matching
Flow Matching implemented in PyTorch
Language: Python - Size: 307 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 3
Graph-COM/LayerDAG
[ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs
Language: Python - Size: 1.24 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 15 - Forks: 0
stefanrmmr/differentially_private_synthetic_data
Differentially Private Synthetic Data Generation [DP-SDG] - Experimental Setups & Knowledge Base - WORK IN PROGRESS
Language: Jupyter Notebook - Size: 5.23 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 2
ioanacretu97/MC-GAN_Multichannel_Signal_Generation
Synthesis of multimodal cardiological signals using a conditional wasserstein generative adversarial network.
Language: Jupyter Notebook - Size: 154 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
josericodata/SyntheticDataGeneratorApp
Generate and download free synthetic datasets instantly! A Streamlit app with built-in statistical validation tools like Chi-Square and Mutual Information.
Language: Python - Size: 7.41 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
starfishdata/starfish-cli
A powerful synthetic Q&A data generation CLI that enables AI-driven dataset creation for ML training, research, and automation.
Language: Python - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
codezakh/DataEnvGym
A testbed for agents and environments that can automatically improve models through data generation.
Language: Python - Size: 9.16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 5
HamzaEzzRa/Synthetic-Dice
Unity environment for generating synthetic images of dice to train detection/classification algorithms.
Language: C# - Size: 6.16 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
villacampaporta/synthetic-dielectric-data-gen
🚀 Synthetic Data Generation for Dielectric Characterization using Machine Learning | TVAE & CTGAN for Data Augmentation in Sensor Applications
Language: Jupyter Notebook - Size: 44.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
Unity-Technologies/AnthroNet
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
Language: Rich Text Format - Size: 158 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 1
dannylee1020/pyper
Synthetic data generation for LLM instruction tuning
Language: Python - Size: 142 KB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0
jpdefrutos/DDMR
3D image registration training framework using adaptive loss weighting and synthetic data generation
Language: Python - Size: 413 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 2
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Supervised-Neural-Gas-Network
Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data
Language: Python - Size: 2.23 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
AvaAvarai/Dynamic_Coordinates_Vis_System
Build visual machine learning models with multidimensional general line coordinate visualizations by interactive classification and synthetic data generation tools.
Language: Python - Size: 30.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 2
TNO-SDG/tabular.eval.utility_metrics
TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics
Language: Python - Size: 280 KB - Last synced at: 20 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0
an-seunghwan/MaCoDE
Official implementation of 'Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis' (MaCoDE) with pytorch.
Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
Arif264Shaik/Ola-Performance-Analysis
This repository analyzes ride performance data for Ola using a synthetic dataset generated with ChatGPT. Leveraging MySQL, Power BI, and Excel, the project reveals insights into bookings, cancellations, customer ratings, and driver performance, supporting data-driven decision-making in the ride-hailing industry.
Language: Jupyter Notebook - Size: 3.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
SundareshSankaran/SDG---SMOTE-Synthetic-Data-Generation
Upstream repository for a custom step to generate synthetic data based on an input table, using the Synthetic Minority Oversampling TEchnique (SMOTE). SMOTE is an oversampling technique which identifies new data observations in the neighborhood of closely associated original observations.
Language: SAS - Size: 465 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
openraven/mockingbird
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
Language: Python - Size: 564 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 6
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
Language: MATLAB - Size: 32.6 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 0
R-N/ml-utility-loss
Integrating Machine Learning Utility in Tabular Data Synthesizer Training using Loss Function Learning
Language: Python - Size: 1.68 GB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
gongouveia/Whisper-Synthetic-ASR-Dataset-Generator
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 🤗. Fine tune Whisper or enhanced and custom datasets
Language: Python - Size: 1.57 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 23 - Forks: 0
kkyuhun94/dalda
[ECCV'24 Workshops Oral] DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling
Language: Python - Size: 948 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 26 - Forks: 4
yongchoooon/dalda Fork of kkyuhun94/dalda
[ECCV'24 Workshops Oral] DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling
Language: Python - Size: 948 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
patrickamadeus/vqa-nle-llava
Novel approach that leverages LVLMs to efficiently generate high-quality synthetic VQA-NLE datasets.
Language: Python - Size: 29.1 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
shaadclt/Ragas-Synthetic-Test-Data-Generation
This project demonstrates how to generate synthetic test data for Retrieval Augmented Generation (RAG) using Ragas.
Language: Jupyter Notebook - Size: 102 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0
Luckilyeee/Solar-Flare-Prediction-through-Time-Series-Data-Augmentation
Solar Flare Prediction through Time Series Data Augmentation
Language: Python - Size: 22.4 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-SDG-by-Gaussian-Mixture-Model-GMM-Distribution
Synthetic Data Generation (SDG) by Gaussian Mixture Model (GMM) Distribution
Language: MATLAB - Size: 3.91 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/SDGbySMOTE
Synthetic Minority Over-sampling Technique (SMOTE) for Synthetic Data Generation (SDG)
Language: MATLAB - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/SDG_by_ARX
Synthetic Data Generation (SDG) by nonlinear AutoRegressive with eXogenous input (ARX) model
Language: MATLAB - Size: 19.5 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/SDG_by_GMDH
Synthetic Data Generation (SDG) by Group Method of Data Handling (GMDH)
Language: MATLAB - Size: 4.88 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Kernel-Density-Estimation
Synthetic Data Generation by Kernel Density Estimation (KDE)
Language: MATLAB - Size: 3.91 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
TNO-SDG/graph.gen.graphbin
TNO PET Lab - Synthetic Data Generation (SDG) - Graph - Generation - GraphBin
Language: Python - Size: 2.66 MB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
SidharthMacherla/conjurer
R Package to generate synthetic data.
Language: R - Size: 211 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 9 - Forks: 4
ritaranx/ClinGen
[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".
Language: Python - Size: 663 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 28 - Forks: 1
sodascience/workshop_syntheticdata_osf2022
Files for the synthetic data presentation at the Open Science Festival 2022
Size: 2.28 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ShendoxParadox/Few-shot-satellite-image-classification-OPS-SAT
Few-shot satellite image classification for bringing deep learning on board OPS-SAT
Language: Python - Size: 3.39 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0
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
Language: Jupyter Notebook - Size: 1.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
mtnmunuklu/logen
Generates synthetic logs for Sigma rules
Language: Go - Size: 66.4 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
baew-seattleu/SDGnE
Synthetic Data Generation and Evaluation
Language: Jupyter Notebook - Size: 3.92 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 2
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Markov-Chain-Monte-Carlo
Synthetic Data Generation by Markov Chain Monte Carlo (MCMC)
Language: MATLAB - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
HoomanRamezani/drone-defect-detection
temporal + cnn vision model for classification of windmill defects, with unreal-engine data generation and a custom data augmentation suite
Language: Python - Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
JJavierRosales/scapy
Machine Learning Python library for Spacecraft Conjunction Assessment optimisation.
Language: Jupyter Notebook - Size: 122 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
an-seunghwan/DistVAE
Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"
Language: Python - Size: 41.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
an-seunghwan/synthesizers
Implementations of various synthesizers with pytorch.
Language: Python - Size: 3.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
AlgoMathITMO/SynEvaRecSimulator
The public repo of experiments from paper "Performance Ranking of Recommender Systems on Simulated Data" by Stavinova et al.
Language: Jupyter Notebook - Size: 35.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
netsharecmu/NetShare
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
Language: Python - Size: 4.29 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 17
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-ShallowNN
Synthetic Data Generation by ShallowNN
Language: MATLAB - Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Differential-Evolution
Synthetic Data Generation by Differential Evolution (DE)
Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
SeyedMuhammadHosseinMousavi/Synthetic-Data-Generation-by-Sequential-Monte-Carlo
Synthetic Data Generation by Sequential Monte Carlo (SMC)
Language: MATLAB - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
SeyedMuhammadHosseinMousavi/SDGVanillaGAN
Synthetic Data Generation (SDG) Using Vanilla GAN
Language: MATLAB - Size: 9.72 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
AliValiyev/Utility-of-Synthetic-Data-in-Machine-learning-tasks.
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.
Language: Python - Size: 2.12 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
nderus/Generative-models-Lesson
Parent project - Training School
Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
AlgoMathITMO/SynEvaRec Fork of vldpro/SynEvaRec
A Framework for Evaluating Recommender Systems on Synthetic Data Classes
Language: Jupyter Notebook - Size: 68.7 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
marzekan/WCGAN-GP
TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation
Language: Jupyter Notebook - Size: 103 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 2
aliseyfi75/COSCI-GAN
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
Language: Jupyter Notebook - Size: 93.8 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2
VCL3D/BlenderScripts
Scripts for data generation using Blender and 3D datasets like Matterport3D.
Language: Python - Size: 37.1 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 3
A-Bak/fingerprint-wgan
Wasserstein Generative Adversarial Network (WGAN) with Gradient Penalty (GP) for generation of synthetic diseased fingerprints.
Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
LLNL/SYNDATA
SYNDATA software includes a suite of statistical/machine learning models to generate discrete/categorical synthetic data.
Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
markbader/midi-spline-interpolation
Generates midi notes to join two different midi snippets by interpolation with a cubic spline curve
Language: Python - Size: 94.7 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
