This repo is to validate if we can use CTGAN to generate tabular data and improve imbalanced dataset
To follow along, please check the Medium article: Can we handle an Imbalanced dataset by generating Synthetic data with Conditional Tabular GAN? | Credit data.
- Get Kaggle credit card dataset
- Use SMOTE andg generate synthetic data
- Use CTGAN and generate data
- Create model and compare results
Shyam BV