Repository for Slide Deck and Code Examples for talk at SDP Convening 2023

[데이콘/KIST] 상추의 생육 환경 생성 AI 경진대회 수상 🥈

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

Mini Project about synthetic data generation by implementing CTGAN algorithm on tabular data

Generalized Automatic Pipeline for inspecting and fixing uncertainties in your data

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.).

Worked on detecting illicit transactions in the Ethereum Transactions dataset by increasing our dataset size, and with little tolerance to missing fraudulent transactions.

[Dacon/KIST] 상추의 생육 환경 생성 AI 경진대회 2nd

The Anonymous Synthesizer for Health Data

A refactor and extension of the PATECTGAN model with an evaluation suite based on OpenDP

This is the repository to generate synthetic tabular data when the tabular data has imbalance in some feature.

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.

A repository for the research article titled "DBNex: Deep Belief Network and Explainable AI based Financial Fraud Detection".

Predicting length of stay in hospitals intensive care unit using MIMIC IV

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!