Lending Club Machine Learning Model and API

For a couple of months now I’ve been working on a loan default predictor for Lending Club loans. I finished it the other day and posted it to GitHub. The idea of the project is for someone to upload a JSON file of loans from Lending Club and have a machine learning model return (in JSON) the probability the loan will default.

The machine learning model is a random forest classifier written in Python using scikit-learn and trained on loans from 2008-2015. The API is written in Flask-Restful and the whole thing should be able to run on a Raspberry Pi.

You can find it at my Github repository