国内首个迁移学习赛题 中国平安前海征信“好信杯”迁移学习大数据算法大赛 FInSight团队作品(算法方案排名第三)

• UpdatedSep 19, 2018
• Python

[Project repo] Improving business with a credit risk model

• UpdatedOct 23, 2020
• Jupyter Notebook

天池大数据竞赛 千里马大赛 风险识别与预测赛题 Top5

• UpdatedMay 16, 2019
• Python

Predicting how much loan will be approved

• UpdatedOct 19, 2024
• Jupyter Notebook

Credito - Credit Risk Analysis using XGBoost Classifier with RandomizedSearchCV for loan approval decisions.

• UpdatedJul 1, 2023
• Jupyter Notebook

This dataset contains information on default payments, demographic factors, credit data, history of payment, and bill statements of credit card clients in Taiwan from April 2005 to September 2005. Submitted to GUVI (IITM)

• UpdatedMay 2, 2022
• Jupyter Notebook

Credit Risk Modeling is a fintech-focused project that enhances traditional credit scoring by introducing key financial metrics like Debt-to-Income Ratio, Total Financial Accounts, and Total Savings. It calculates scaled credit scores over 3 and 6-month periods to provide a comprehensive assessment of customer creditworthiness. The project helps fi

• UpdatedOct 22, 2024
• Jupyter Notebook

This Credit Risk Assessment agent leverages advanced machine learning techniques, including Chain of Thought (CoT) reasoning and Reinforcement Learning (RL), to evaluate credit risk. The project aims to provide more transparent, effective, and explainable solutions to the complex task of assessing creditworthiness.

• UpdatedSep 24, 2024
• Jupyter Notebook

Loan Defaulter's Prediction using Statistical Analysis

• UpdatedDec 30, 2022

• UpdatedJul 22, 2020
• Jupyter Notebook

A collection of the scripts and notebooks I wrote as part of my Data Science Bootcamp capstone project

• UpdatedAug 7, 2019
• Jupyter Notebook

Built a Logistic Regression model for loan risk prediction, focusing on credit risk and improving high-risk loan detection.

• UpdatedJan 3, 2025
• Jupyter Notebook

Using multiple supervised machine learning algorithms to measure credit risk

• UpdatedDec 15, 2022
• Jupyter Notebook

Replication of the paper "Credit risk evaluation model with textual features from loan descriptions for P2P lending", Zhang et al. (2020), published in Electric Commerce Research and Applications.

• UpdatedMar 3, 2025
• Python

We create a model using the gradient boosting algorithm to cut down on the noise and improve performance. This work was done during an informal project under Prof. Yaganti while studying at BITS.

• UpdatedAug 11, 2021
• Python