sdv
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notebooks implementing the different libraries of Synthetic Data Vault (SDV) for generating synthetic data
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Mar 10, 2021
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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Mar 4, 2022 - Jupyter Notebook
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.
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Mar 17, 2022 - Python
This is an attempt to visualize relationships/"artifact flow" between all the different automotive software communities.
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Oct 5, 2022 - HTML
Synthetic data generation for time series weather forecasting data.
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Apr 12, 2023 - Jupyter Notebook
Development of a small sized SDV for PCB manufacturing microfactory. It uses ROS in two different Single Board computers.
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May 19, 2023 - Makefile
A Regression approach for the automated detection of the Parkinson's Disease based on an Ensemble of Neural Networks.
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Jul 21, 2023 - Python
Pedestrian collision prediction using GeoVex embeddings and linear classifier
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Dec 22, 2023 - Jupyter Notebook
Industrial Practicum Project
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Apr 27, 2024 - Python
A web tool to convert Stardew Valley XNB mods to Content Patcher
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Jun 4, 2024 - JavaScript
Mini Project about synthetic data generation by implementing CTGAN algorithm on tabular data
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Jun 25, 2024 - Python
第六代星露谷 SMUI 模组管理器。安装命令升级为安装规划,全可视化操作,门槛更低,界面更友好,适配超高 DPI,强迫症极度舒适。
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Aug 10, 2024 - Visual Basic .NET
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
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Aug 26, 2024 - Python
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