Popular GitHub Repositories for Credit Risk

Credit Risk analysis by using Python and ML

Machine learning for financial risk management

Credit Risk Analysis with Machine Learning

A comprehensive machine learning solution for assessing credit risk in the banking sector. This project leverages advanced algorithms to evaluate and classify the creditworthiness of customers, aiming to enhance decision-making in loan approvals and risk management.

This is our second project at neuefische DS Bootcamp. Silas Mederer (https://github.com/sls-mdr) and me applied different ML models and for credit default prediction of the P2P platform Lending Club.

A financial fraud detection & credit risk scoring system utilizing a variety of techniques

Application of Machine Learning Models to predict Credit Risk

AI-driven credit underwriting system combining Machine Learning (ML) & Reinforcement Learning (RL) to optimize loan approvals while managing risk: Credit Risk Prediction via Random Forest model; PPO & DQN for dynamic risk control; Custom OpenAI Gym Environment for simulating real-world lending scenarios & FastAPI real-time processing.

Credit risk prediction using Azure AutoML along with interpretable explanations.

A deployable End-to-End machine learning model to predict loan default risk of new loan request for a financial services platform