loan-default-prediction
There are 139 repositories under loan-default-prediction topic.
harishpuvvada/LoanDefault-Prediction
Lending Club Loan data analysis
vishnukanduri/Credit-Risk-Modeling-in-Python
Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Computed Weight of Evidence and price elasticities.
avannaldas/Loan-Defaulter-Prediction-Machine-Learning
Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost
rajat5ranjan/AV-LTFS-Data-Science-FinHack-ML-Hackathon
L&T Financial Services & Analytics Vidhya presents ‘DataScience FinHack’ organised by Analytics Vidhya
jgcorliss/lending-club
Applying machine learning to predict loan charge-offs on LendingClub.com
naveen-chauhan/Loan-Prediction-Classification
A Classification Problem which predicts if a loan will get approved or not.
harmonizerblinks/loanapi
Loan Management System and daily collection Api For Financial institutions.
alanchn31/Loan-Default-Prediction
Loan Default Prediction using PySpark, with jobs scheduled by Apache Airflow and Integration with Spark using Apache Livy
abhishekdbihani/Home-Credit-Default-Risk-Recognition
The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.
brunokatekawa/credit_risk
[Project repo] Improving business with a credit risk model
Niranjankumar-c/CreditRiskAnalytics
Predicting the default customers
lemoinef/Loan-Default-Prediction
Capstone Project: Predicting default in P2P lending
sonarsushant/Loan-Defaulter-Prediction
Classification problem to predict loan defaulters using Lending Club Dataset
buntys2010/AV-LTFS-Data-Science-FinHack-ML-Hackathon
L&T Financial Services & Analytics Vidhya presents ‘DataScience FinHack’ organised by Analytics Vidhya
SidJain1412/LoanDataEDA
:blue_book: Detailed Exploratory Data Analysis of Lending Club Loan Data
amogh9594/lending-club-loan-data-analysis
Create a model that predicts whether or not a loan will be default using the historical data.
ashishpatel26/Streamlit_ML_DL
Streamlit_ML_DL
curiosity30/2021-iFLYTEK-LoanPredction-Top4-Solution
datawhale&科大讯飞举办的学习挑战赛————“车辆贷款违约预测挑战赛” Rank4 方案
Abuton/code-squad-project-course-work
A repository for the trainee @ codesquad. This repository contains projects that will be executed by trainees to certify that they have master what has been taught to them
lord-shaz/Vehicle-Loan-Default-Prediction
The objective of this project is to predict the probability of borrower defaulting on a vehicle loan in the first EMI (Equated Monthly Installments) on the due date.
pkiage/tool-credit-risk-modelling
Tool demonstrating building credit risk models
poudeldinesh/Loan-Payback-Analysis
Business Intelligence( BI) & Tableau
rbhatia46/LendingClub-Loan-Analysis
Lending Club Loan Default Analysis using historic loan applications data.
SunilAppanaboyina/MachineLearning
Machine Learning Key Projects
Ashley-J-George/Predicting-Loan-Default
In this data science project, we will predict borrowers chance of defaulting on loans by building a default prediction model.
caesarmario/loan-prediction-SAS-studio
Loan eligibility prediction in Lasiandra Finance Inc. (LFI) using SAS studio.
botdotpy/ML-Loan-default-prediction
Supervised Machine Learning model predicting loan default using Logistic Regression.
JUGG097/Starter-Notebook-DSN-Bootcamp-Qualification-Hackathon
This repository contains a starter notebook for the DSN AI Bootcamp Qualification Hackathon
kz2511/Loan-Predction-System
The loan is a core part of every business today. This system will help the bank identify the royal customer for their bank and bank to contribute more to our GDP.
michstg/CreditScoring-IDX-Rakamin-Loan-data-RandomForest
Classification Credit Scoring with Compare Algorithm ML (Ensambled) with Model Evaluation
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.
Sajid030/Lending-Club-Loan-Prediction
This app utilizes deep learning to predict the loan status of an applicant, whether it's "Fully Paid" or "Charged Off".