This project aims to collect and transform the historical lending club loan data to allow for application of machine learning techniques.
| Files | Description |
|---|---|
| lc_download_and_clean | Downloads, cleans and saves lending-club data to a csv |
| lc_create_df_train | Cleans and processes lending club data with fields applicable for machine learning with a standard scalar |
| lc_visualize | Visualization of lending club loans and performance |
| lc_neural_network | Applies a neural network in order to predict the probability of a loan default |