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Projects in Awesome Lists tagged with loan-default-prediction

A curated list of projects in awesome lists tagged with loan-default-prediction .

https://github.com/lussierc/loan_eligibilty_determinator

A simple sample program that will determine an applicant's eligibility for a loan.

loan-default-prediction loans python python3

Last synced: 05 Dec 2024

https://github.com/rbhatia46/lendingclub-loan-analysis

Lending Club Loan Default Analysis using historic loan applications data.

exploratory-data-analysis finance loan-default-prediction matplotlib pandas python seaborn

Last synced: 24 Nov 2024

https://github.com/richardwarepam16/loan-prediction

This a practice project for Classification model with different models like Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Xgboost Classifier. At the end, Logistic Regression gave the best result.

classification data-science hackathon loan-default-prediction loan-prediction loan-prediction-analysis logistic-regression machine-learning python3 random-forest regression

Last synced: 21 Nov 2024

https://github.com/mahnoorsheikh16/loan-default-prediction

Credit risk is the borrower’s inability to repay a loan. Machine Learning models can predict risky customers and reduce lender losses. By analyzing behavior and demographics of past customers, these insights can apply to future customers for better loan decisions. This study aims to find the most suitable model for predicting loan defaults.

auc-score binary-classification-algorithms credit-card-fraud-detection data-cleaning data-science decision-tree-classifier exploratory-data-analysis loan-default-prediction logistic-regression machine-learning naive-bayes-classifier pre-processing python random-forest-classifier support-vector-machines xgboost-classifier

Last synced: 29 Dec 2024

https://github.com/geo-y20/loan-approval-automation-using-mongodb-and-pymongo

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

crud-application data data-analysis data-science data-visualization deployment jupyter-notebook loan-default-prediction loan-prediction-analysis machine-learning machine-learning-algorithms matplotlib mongodb pymongo streamlit web

Last synced: 10 Nov 2024