NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
Predicting length of stay in hospitals intensive care unit using MIMIC IV
A repository for the research article titled "DBNex: Deep Belief Network and Explainable AI based Financial Fraud Detection".
This repository contains the code of our published work in IEEE JBHI. Our main objective was to demonstrate the feasibility of the use of synthetic data to effectively train Machine Learning algorithms, prooving that it benefits classification performance most of the times.
This is the repository to generate synthetic tabular data when the tabular data has imbalance in some feature.
The Anonymous Synthesizer for Health Data
[Dacon/KIST] 상추의 생육 환경 생성 AI 경진대회 2nd
Worked on detecting illicit transactions in the Ethereum Transactions dataset by increasing our dataset size, and with little tolerance to missing fraudulent transactions.
GAN-based Deep Learning data synthesizer - Modeling Tabular data using Conditional GAN
This tool for generating synthetic tabular data (.csv file)
M.T.D. is a project that tackles the growing risks faced by industries worldwide due to cyber threats. Our project employs a comprehensive approach to address various cyber-attacks, focusing on intrusion and malware threats by utilizing Machine Learning (ML), Deep Learning (DL), and Artificial Intelligence (A.I.).
Repository for Slide Deck and Code Examples for talk at SDP Convening 2023
Streamlining the process to generate synthetic data. Just focus on the data, not the code!
Project for applied classical ML course at the Weizmann institute
Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data
Mini Project about synthetic data generation by implementing CTGAN algorithm on tabular data
Add a description, image, and links to the ctgan topic page so that developers can more easily learn about it.
To associate your repository with the ctgan topic, visit your repo's landing page and select "manage topics."