There are 4 repositories under loan-prediction topic.
Machine Learning - End to End Data Science Projects
A Classification Problem which predicts if a loan will get approved or not.
Predicts a chance of loan repayment based on historical data
Predicting Loan State with SVM method, preprocessing and feature selction
Predict if your loan will be accepted or not. This happens by using a labeled data for applicants who applied for a loan before, analyzing these data and using some classification models on it.
A demo pipeline of using Redis as an online feature store with Feast for orchestration and Ray for training and model serving
An example of using Redis + RedisAI for a microservice that predicts consumer loan probabilities using Redis as a feature and model store and RedisAI as an inference server.
This repository contains a machine learning-based predictive model for automating loan eligibility assessments. Using features such as demographic details, loan information, and credit history, the model predicts whether a loan should be approved or denied.
Loan eligibility prediction in Lasiandra Finance Inc. (LFI) using SAS studio.
Loan Prediction using Machine Learning algorithms
What's up This project was mainly training my self on training ML models 🤖 and also to train on doing EDA 📜 to get the acceptance of the loan.
I’d be walking us through Loan prediction using some selected Machine Learning Algorithms.
Code developed for my AC classes, FEUP - MEIC (2021/22)
Loan Prediction using Machine Learning
This repo is for derived from a competition from analytics vidhya for predicting loan using the data given.
An End-to-End production ready application for predict whether the loan will approve or not. assesses the likelihood of approving a loan. 📊💰 It involves collecting and processing data on applicants, training a model to predict loan approval, and creating a system for real-time predictions. 🤖
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.
This app utilizes deep learning to predict the loan status of an applicant, whether it's "Fully Paid" or "Charged Off".
This Repository contains the Loan Prediction Project created by using 4 different Machine Learning Algorithms.
Flask app for predicting loan grant. Model Deployed using Heroku.
This repo contains code for loan eligibility predictor
This was a project that I worked on during my 4th year, the goal was to look for the best dataset that could be used for credit loan approval, we had to clean, feature engineer and then clean the dataset again as it had too much useless features (the dataset was not destined for this application) then applied a binary classification model.
machine learning project using logistic regresion and random forest with hyper tuned
一个功能强大的贷款计算器和还贷模拟器。 特别支持存量房贷多次调整利率和提前还款的计算,模拟用户真实的还贷情况。并支持导出 Excel 表格,帮助用户轻松管理贷款计划。
An End-to-End Data Science Project: Loan Eligibility
This repo analyzes the profitability of approving a bank loan for two projects by using Monte Carlo Simulation. Based on a Harvard Business Review case study, it considers cash flow uncertainty and investment returns. The analysis simulates various scenarios, offering insights for informed decision-making on the loan's potential profitability.
loan-prediction-logistic-regression
Classification pour l'attribution ou non de prêts financiers et prédiction de scores de risque.
This project uses machine learning to predict loan approval based on applicant data. By analyzing key features like income, loan amount, and credit history, the model helps financial institutions make informed lending decisions.
It’s a classification problem, given information about the application we have to predict whether the they’ll be to pay the loan or not.
A Flask-based loan prediction web app using a Random Forest model to predict loan approval based on user input. It includes a clean, responsive UI, form validation, and real-time prediction display.
Loan Credit Prediction Using ANN
Loan Eligibility Prediction Using ML
This project predicts the likelihood of loan approval based on applicants' financial and demographic data.