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.
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Updated
Mar 4, 2022 - Jupyter Notebook
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.
Synthetic data generation for time series weather forecasting data.
Development of a small sized SDV for PCB manufacturing microfactory. It uses ROS in two different Single Board computers.
notebooks implementing the different libraries of Synthetic Data Vault (SDV) for generating synthetic data
This is an attempt to visualize relationships/"artifact flow" between all the different automotive software communities.
A processing of a simplified video game dataset using k-nearest neighbors, and using Synthetic Data Vault and Regression/Classification models to verify synthetic model accuracy
Industrial Practicum Project
Mini Project about synthetic data generation by implementing CTGAN algorithm on tabular data
A Regression approach for the automated detection of the Parkinson's Disease based on an Ensemble of Neural Networks.
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.
UI framework for SMAPI (Stardew Valley Modding API)
Pedestrian collision prediction using GeoVex embeddings and linear classifier
A web tool to convert Stardew Valley XNB mods to Content Patcher
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