Synthetic data generation for tabular data

Synthetic Data Generation for mixed-type, multivariate time series.

Pedestrian collision prediction using GeoVex embeddings and linear classifier

Customized management solution for the shared vehicle industry. Provide shared vehicle management system & user-customized HUD application.

A Regression approach for the automated detection of the Parkinson's Disease based on an Ensemble of Neural Networks.

A web tool to convert Stardew Valley XNB mods to Content Patcher

notebooks implementing the different libraries of Synthetic Data Vault (SDV) for generating synthetic data

Synthetic data generation for time series weather forecasting data.

Using Credit Card Fraud Detection Dataset to generate and evaluate synthetic data. Test synthetic data on multiple train test split with ANN and Random Forest Classifier.

This is an attempt to visualize relationships/"artifact flow" between all the different automotive software communities.

Customized management solution for the shared vehicle industry. Provide shared vehicle management system & user-customized HUD application.

Development of a small sized SDV for PCB manufacturing microfactory. It uses ROS in two different Single Board computers.

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Industrial Practicum Project

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

SDV

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.