Credit Risk Modeling ML Frameworks

End-to-end machine learning systems for predicting loan defaults, credit risk scoring, and borrower assessment using classification models, feature engineering, and interactive dashboards. Does NOT include general financial forecasting, insurance pricing, or socioeconomic prediction unrelated to lending decisions.

There are 240 credit risk modeling frameworks tracked. 4 score above 50 (established tier). The highest-rated is xRiskLab/xBooster at 57/100 with 54 stars.

Get all 240 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	xRiskLab/xBooster Explainable Boosted Scoring with Python: turning XGBoost, LightGBM, and...	57	Established	54	Python
2	ing-bank/skorecard scikit-learn compatible tools for building credit risk acceptance models	55	Established	110	Python
3	minerva-ml/open-solution-home-credit Open solution to the Home Credit Default Risk challenge :house_with_garden:	51	Established	460	Python
4	semasuka/Credit-card-approval-prediction-classification Credit risk analysis for credit card applicants	50	Established	301	Jupyter Notebook
5	ParthS007/Loan-Approval-Prediction Loan Application Data Analysis	48	Emerging	102	Jupyter Notebook
6	Algoritmica-ai/deeploans Deeploans is an open-source framework for processing European loan-level...	46	Emerging	10	Python
7	deburky/credit-risk-modeling-on-aws Credit Risk Modeling on AWS project	46	Emerging	18	Python
8	levist7/Credit_Risk_Modelling Credit Risk Modelling \| Calculation of PD, LGD, EDA and EL with Machine...	44	Emerging	67	Jupyter Notebook
9	naenumtou/ifrs9 The full scope of IFRS 9 Impairment models including PD, LGD and EAD are...	44	Emerging	109	Jupyter Notebook
10	jalajthanaki/credit-risk-modelling Credit Risk analysis by using Python and ML	42	Emerging	176	Jupyter Notebook
11	UtkarshDubeyGIT/Fuzzy-Monotonic-LightGBM-for-Explainable-Credit-Default-Prediction Hybrid fuzzy-monotonic LightGBM framework for transparent,...	41	Emerging	5	Jupyter Notebook
12	aliabdallah7/loan_prediction_ApplAi Predict if your loan will be accepted or not. This happens by using a...	41	Emerging	11	Jupyter Notebook
13	devmedeiros/credit-score-classification-app A streamlit app on credit score classification	40	Emerging	15	Jupyter Notebook
14	Amatofrancesco99/credit-risk-analysis The aim is to understand which are the key factors for a certain level of...	40	Emerging	33	Jupyter Notebook
15	semasuka/Loan-amount-prediction-regression Predicting how much loan will be approved	39	Emerging	18	Jupyter Notebook
16	vishnukanduri/Credit-Risk-Modeling-in-Python Modeled the credit risk associated with consumer loans. Performed...	38	Emerging	98	Jupyter Notebook
17	hengshu-credit/hscredit hscredit是为金融风控策略和模型人员提供的工具包，包含从数据探索、特征工程、分箱、编码、筛选到建模和报告生成的全流程解决方案。鉴真伪，斟信用，衡风险...	36	Emerging	2	Python
18	MSUSAzureAccelerators/Risk-Classification-and-Loan-Modeling-Accelerator Predictive analytics and machine learning is used in the Risk Classification...	36	Emerging	7	Jupyter Notebook
19	shawn-y-sun/Credit_Risk_Model_LoanDefaults Credit Risk Modeling to Compute Expected Loss of Loans (logistic regression,...	35	Emerging	32	Jupyter Notebook
20	Prem07a/Credit-Score-Classification This is ML project which is based on Classification of Credit Score	35	Emerging	12	Jupyter Notebook
21	fintech-quagga-group/american-express-default-prediction Machine learning solutions for the American Express credit default...	35	Emerging	16	Jupyter Notebook
22	mozohack/creDapp.ai Decentralized AI-powered Banking-CRA solution	32	Emerging	5	CSS
23	shashi-hue/loan-default-risk-system Complete credit risk modeling system: Lending Club default prediction with...	32	Emerging	3	Jupyter Notebook
24	MatteoM95/Default-of-Credit-Card-Clients-Dataset-Analisys Analysis and classification using machine learning algorithms on the UCI...	32	Emerging	30	HTML
25	80396-B2/Credit_Score_Prediction Given a person’s credit-related information, I am building a Machine/Deep...	32	Emerging	4	Jupyter Notebook
26	Mindful-AI-Assistants/credit-card-prediction 💳 This repository focuses on building a predictive model to assess the...	32	Emerging	2	Jupyter Notebook
27	udityamerit/Credit-Card-Approval-Prediction This project is a machine learning-based web application that predicts the...	32	Emerging	3	Jupyter Notebook
28	maixbach/credit-risk-analysis-using-ML Credit Risk Analysis using Machine Learning models	31	Emerging	18	Jupyter Notebook
29	AIprototype/LogisticRegression-CreditApproval-Python Create a machine learning model using logistic regression that can predict...	31	Emerging	3	Python
30	Abhi0323/Machine-Learning-Based-Loan-Default-Early-Warning-System Developed an end-to-end ML system on Azure to predict loan defaults,...	31	Emerging	22	Jupyter Notebook
31	thabresh-s/Credit-Risk-Analysis Credit Risk Analysis with Machine Learning	31	Emerging	24	Jupyter Notebook
32	smb-h/corporate-bankruptcy-prediction Corporate Bankruptcy Prediction	31	Emerging	1	Jupyter Notebook
33	Davisy/Financial-Inclusion-in-Africa-App A Data science app to predict who in Africa is most likely to have a bank account?	30	Emerging	11	Jupyter Notebook
34	samzshi0529/A-Machine-Learning-Approach-for-US-Mortgage-Risk-Analysis Code base for the independent study of "A Machine Learning Approach for US...	29	Experimental	7	Jupyter Notebook
35	grknc/Banking-Risk-Assessment-ML A comprehensive machine learning solution for assessing credit risk in the...	29	Experimental	7	Jupyter Notebook
36	Rupeshbhardwaj002/SuperLender-Smarter-Loans-with-Data-Driven-Decisions SuperLender is a machine learning-powered solution designed to help...	29	Experimental	1	Jupyter Notebook
37	hardefarogonondo/IBRD-credit-scorecard-predictive-engine Innovative solution for credit scoring leveraging machine learning to...	28	Experimental	8	Jupyter Notebook
38	datamugger/Loan-Eligibility-Prediction-Data-Science-Project First Machine Learning Portfolio Project with different version	27	Experimental	7	Jupyter Notebook
39	chetandudhane/finance-analytics-credit-risk-default The project involved developing a credit risk default model on Indian...	27	Experimental	10	Jupyter Notebook
40	Jaydeep9596/Loan-Status-Prediction In this Notebook , We are going to solve the Loan Approval Prediction.This...	27	Experimental	8	Jupyter Notebook
41	AmirhosseinHonardoust/Underwriting-Decision-Safety-Lab A decision-safety lab for loan approval: trains a baseline classifier,...	26	Experimental	11	Python
42	muhammadowaismushtaq/atm-cash-predictor Machine Learning Techniques	26	Experimental	6	Jupyter Notebook
43	allanphil/Credit-Score-Classification In this project, I used a dataset containing financial information and...	25	Experimental	7	Jupyter Notebook
44	AnthonyKorie/loan-approval-prediction Launch machine learning models into production using flask	25	Experimental	6	Jupyter Notebook
45	AnthonyKorie/Financial-Risk-Management-using-ML Financial institutions need to continually weigh the risks of their...	25	Experimental	6	Jupyter Notebook
46	mdzaheerjk/2-Stage-Loan-Approval-Valuation-System An end-to-end ML app simulating loan evaluation using a two-stage model:...	25	Experimental	7	—
47	JonellJohn/easyvisa-approval-prediction 🎯 Predict visa approval outcomes using machine learning, enhancing...	25	Experimental	1	HTML
48	isacbrs/AI-Credit-Score-Classifier IA desenvolvida em Python para classificação de score de crédito com 82% de...	24	Experimental	2	Python
49	oggtgt/AI-Powered-Loan-Eligibility-Risk-Scoring-System 🤖 Build an AI-driven loan eligibility and risk scoring system to facilitate...	24	Experimental	—	Jupyter Notebook
50	ravindran-dev/CreditDecision-DT This project demonstrates a machine learning approach to predict loan...	24	Experimental	3	Jupyter Notebook
51	federico1809/credit-risk-modeling End-to-end ML system for loan default prediction with interpretable models...	23	Experimental	1	Jupyter Notebook
52	abailey81/Credit-Classification SVM-based loan default prediction — StandardScaler pipeline, 614 loan...	23	Experimental	1	Jupyter Notebook
53	slahiri/LendingClubCaseStudy upGrad's AI and ML Learning - Lending Club Case Study	23	Experimental	2	Jupyter Notebook
54	smdlabtech/cy_clients_creditworthiness_fastapi_nextjs 📖WebApp - Prévision de la solvabilité des clients d'une banque 🤝Shared📚Learning	23	Experimental	1	Jupyter Notebook
55	Nkaduadjei/Loan-Default-Prediction-System 📊 Predict loan defaults reliably using a hybrid ensemble of machine learning...	23	Experimental	1	Python
56	Sanu700/Stress-Testing-Loss-Forecasting-Engine Monte Carlo simulation framework for credit loss forecasting —...	22	Experimental	—	Python
57	Dipesh-Lc/risk-scoring-system Explainable credit risk scoring system with model calibration, monitoring,...	22	Experimental	—	Jupyter Notebook
58	areychana/defi-credit-scoring Credit scoring system for Aave V2 wallets using on-chain transaction...	22	Experimental	—	Python
59	Aswatha02/Risk-Assessment-of-Crowdfunding-Campaign Crowdfunding campaign risk classifier using custom Decision Trees, Random...	22	Experimental	—	Python
60	Pryncekiddd254/financial-inclusion-africa-ml-zindi Analyze financial data to improve inclusion in Africa using machine learning...	22	Experimental	—	Python
61	polinashishova/credit-score Default and Credit score Prediction	22	Experimental	—	Jupyter Notebook
62	JayLohokare/social-lending-platform Social lending platform built over the Kym credit score system.	22	Experimental	2	Java
63	mandeepsharma14/nexavault-loan-approval AI-powered loan approval system with 99.77% ROC-AUC — Flask REST API,...	22	Experimental	—	Jupyter Notebook
64	nabigwaku/credit-risk-engine A Credit Risk Decision Engine that uses Machine Learning (Random Forest) to...	22	Experimental	—	Python
65	SWARNIM-TIWARI/creditwise-ml End-to-end credit risk ML pipeline with CatBoost, SHAP & LIME...	22	Experimental	—	Python
66	ShahinHasanov90/risk-model-validator R model validation framework for trade risk scoring. Backtesting,...	22	Experimental	—	R
67	PhcPh4m/Bank-Loan-Default-Prediction Scalable Big Data pipeline for bank loan default prediction. Leverages...	22	Experimental	—	Jupyter Notebook
68	JRG1985/Underwriting-Decision-Safety-Lab Enable reliable loan decisions by calibrating model scores into defendable...	22	Experimental	—	Python
69	Swordship/Credit-Approval-System 💳 ML-powered credit approval system — predicts loan eligibility using...	22	Experimental	—	Python
70	vishwas182002/xai-credit-lens Explainable AI Framework for Fair Credit Decisioning \| SHAP + LIME +...	22	Experimental	—	Python
71	Bhagyesh-CodeForge/finclusion-ai AI-powered financial stability predictor for informal workers in South Asia...	22	Experimental	—	Python
72	Owadd/Credit-Risk-Assessment This project aims to predict credit risk for individuals applying for loans,...	22	Experimental	2	Python
73	DanciVasile/loan_default_prediction End-to-end loan default prediction system trained on 1.3M LendingClub loans,...	22	Experimental	—	Python
74	XKionx/Loan_Eligibility_Prediction 📊 Predict loan eligibility using advanced ML techniques, combining multiple...	22	Experimental	—	Python
75	rdrohit6/loan-default-prediction-ml Machine learning project to predict loan default risk using data analysis,...	22	Experimental	—	Jupyter Notebook
76	Adedev-W/CLVS_ML_Credit_Scoring CLVS-ML: Analisis Komparatif Algoritma Machine Learning untuk Sistem...	22	Experimental	—	Jupyter Notebook
77	stkisengese/interpretable-credit-scoring Credit risk prediction project using the Home Credit dataset. Demonstrates...	22	Experimental	—	Jupyter Notebook
78	wiIliu/project_AI_LoanDefaultPrediction School project that cleans and preprocesses public vehicle loan dataset to...	22	Experimental	1	Jupyter Notebook
79	analyst-ted/loan-default-risk-engine Deep Learning pipeline to predict loan default risk and expected loss on...	22	Experimental	—	Jupyter Notebook
80	lbaffa/predicao-de-inadimplencia-com-grafos Modelo de predição de inadimplência com Machine Learning e Teoria dos...	22	Experimental	—	Jupyter Notebook
81	jeremias32-max123/credit-risk-assessment 📊 Predict credit risk using machine learning to assess loan defaults and...	22	Experimental	—	Jupyter Notebook
82	Dev-Toledo/AI-Credit-Score-Predictor Machine Learning model built with Python and Scikit-Learn to automatically...	21	Experimental	—	Jupyter Notebook
83	Happy295-hue/loan-default-risk-prediction Predicting loan default risk using MongoDB, Machine Learning, NLP and Streamlit	21	Experimental	—	Jupyter Notebook
84	PanchalAnubhav/USvisa_approval_systmm An End to End Machine Learning system predicting US Visa approvals with...	21	Experimental	—	Jupyter Notebook
85	Kisai-DG-SLU/credit-scoring-app 🏦 Credit Scoring App (MLOps) : Prédiction de défaut de paiement, API...	21	Experimental	—	HTML
86	sts-ryan-holton/loan-risk-score :moneybag: Using Machine Learning and Brain JS, discover your loan...	21	Experimental	9	JavaScript
87	nikhil-188/BankruptcyPrediction Our project aims to utilize machine learning techniques for bankruptcy...	21	Experimental	7	Jupyter Notebook
88	mouseml/credit_scoring Сервис скоринга из видео на канале мыш	21	Experimental	8	Python
89	Revu-15/Credit-Scoring-Project-using-Machine-Learning A credit scoring project using machine learning predicts an individual's...	20	Experimental	3	Jupyter Notebook
90	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	20	Experimental	5	Jupyter Notebook
91	LipunKumarDalai/Loan-Approval-Domain In depth Pipeline implementation.	20	Experimental	1	Jupyter Notebook
92	shubhamSuryawanshi221/AI-Powered-Loan-Approval-Classifier This project uses machine learning to predict whether a loan application...	20	Experimental	3	Jupyter Notebook
93	phuongvu0206/Loan-Acceptance-Prediction Predicts loan approval using machine learning. Includes data cleaning,...	19	Experimental	2	Jupyter Notebook
94	muabdalaleam/loan-prediction What's up This project was mainly training my self on training ML models 🤖...	19	Experimental	4	HTML
95	Zayitus/Credit-Risk-Prediction Credit default prediction using XGBoost (AUC-ROC 0.95) with SHAP...	19	Experimental	2	Jupyter Notebook
96	billy-enrizky/Loan-Prediction-Status Explore an ML model with Logistic Regression, SVM, Gradient Boosting, Random...	19	Experimental	3	HTML
97	munjakadam07/creditwise-loan-approval-ml Machine Learning project that predicts loan approval using Logistic Regression.	19	Experimental	—	Jupyter Notebook
98	BhattAyush17/Loan-Dash-X Lightning-fast, loan approval predictor. Enter your info, dash through the...	19	Experimental	2	—
99	jyothisable/Credit-Default-Risk-Prediction-Model A deployable End-to-End machine learning model to predict loan default risk...	18	Experimental	2	HTML
100	amarjeetsingh7799/Lending-Borrower-Advisor- AI-Powered P2P Lending Advisor is a Java Swing desktop app using Weka for...	18	Experimental	1	Java
101	mirsaidl/the-mortgage-backed-securities-prepayment-risk the project aims to use historical data on various features related to...	18	Experimental	2	Jupyter Notebook
102	wannabes48/intellidebt A Smart Loan Recovery System-- An end-to-end ML system that predicts loan...	18	Experimental	3	HTML
103	vijaisuria/Bank-Loan-Approval-Prediction A simple deep neural network model to predict the approval of personal loan...	18	Experimental	2	Jupyter Notebook
104	Vaibhav1o1/LoanSense Intelligent Loan Approval Predictor \| Decision Tree \| 92% Accuracy \| 84.37%...	17	Experimental	1	Jupyter Notebook
105	Maulanaaz/score-card-model-home-credit-indonesia End-to-end Credit Risk Scoring model using XGBoost to predict customer...	17	Experimental	—	Jupyter Notebook
106	Vibilan-S/Credit-Scoring-and-Segmentation Machine learning project for credit scoring and customer segmentation using...	17	Experimental	—	Jupyter Notebook
107	charlesakinnurun/loan-approval AI agent capable of answering questions about a loan approval	17	Experimental	—	Jupyter Notebook
108	Dhathrinarne/Loan-Approval-Prediction Built a Logistic Regression model in R to predict housing loan approvals...	17	Experimental	3	—
109	Harsha-Boddu-2025/bankruptcy-risk-prediction-ml Built a LightGBM bankruptcy prediction model using advanced feature...	16	Experimental	3	Jupyter Notebook
110	Dhathrinarne/Decision-tree This project builds a Decision Tree model to predict loan approval using...	16	Experimental	2	—
111	PritamAich/Loan-Repayment-Prediction-Project Basic Artificial Neural Network project to predict if a customer will pay...	16	Experimental	1	Jupyter Notebook
112	sirawitjariya-png/credit-score A machine learning credit scoring	16	Experimental	—	Jupyter Notebook
113	paramramit305-a11y/credit-risk-streamlit-app 💳 End-to-end ML web app for loan approval prediction \| Logistic Regression \|...	16	Experimental	4	Jupyter Notebook
114	ParasJain03/Credit-Risk-Scorecard Bank-style Credit Risk Scorecard using Logistic Regression, IFRS-9 Expected...	16	Experimental	3	Jupyter Notebook
115	Abdullah321Umar/DevelopersHub-DataScience-Analytics_Internship-TASK2 🔴 Credit Risk Prediction 🔴 A machine-learning–based analysis designed to...	15	Experimental	1	Jupyter Notebook
116	joel710/ML_UE Étude comparative de Machine Learning pour la prédiction du risque de défaut...	15	Experimental	1	Jupyter Notebook
117	pratikbh0sa1e/HM075_LoremIpsum AI-powered financial platform for credit health management and loan...	15	Experimental	—	JavaScript
118	muhammadjunaid-ai/credit-scoring-ml The Credit Scoring ML App is a machine learning project designed to...	15	Experimental	1	Python
119	advitrocks9/incident-predictor Binary classifier for metric incidents from time-series data. Compares...	15	Experimental	1	Python
120	abubakar-mughal97/loan-eligibility-classification Built a supervised ML pipeline using logistic regression, KNN and Naive...	15	Experimental	2	Jupyter Notebook
121	Jayanthivarri/Loan_Prediction_App Capstone Project - End-to-End ML Application for Loan Prediction using...	14	Experimental	—	Jupyter Notebook
122	Kyungseop0206/early-default-detection This project builds an early stage credit default detection model using only...	14	Experimental	—	Jupyter Notebook
123	cgarryZA/ASML Binary classification of personal loan acceptance using 8 ML models (RF,...	14	Experimental	—	TeX
124	Awesome06/Equis Democratizing credit access through open banking and AI. The David Protocol...	14	Experimental	—	Python
125	mcortes3cc/Loan_Default_Predictor A machine learning pipeline and interactive dashboard designed to assess and...	14	Experimental	—	Jupyter Notebook
126	Jats15/CreditWise-Loan-Approval-System 💳 Streamline loan approvals with CreditWise, an ML-powered system that...	14	Experimental	—	Jupyter Notebook
127	kozah04/loan-default-risk Binary classification pipeline to predict loan default risk for a Nigerian...	14	Experimental	—	Jupyter Notebook
128	mikimetov-mba/creditstatus Loan default risk prediction app combining Logistic Regression with NLP...	14	Experimental	—	Python
129	Vinaya-2003/German-Credit-Risk-Analysis Credit risk classification using Random Forest, SVM, Logistic Regression and...	14	Experimental	—	Jupyter Notebook
130	Tresssco/Supervised-Learning-Credit-Prediction Supervised learning project applying multiple classification algorithms...	14	Experimental	—	Jupyter Notebook
131	sweety-mahale/-Loan-Sanction-Prediction-System The Loan Sanction Prediction System is a production-grade, end-to-end...	14	Experimental	—	Jupyter Notebook
132	AayushJain2002/ai-credit-risk-evaluator This project is a full-stack application that combines deterministic credit...	14	Experimental	—	Java
133	Genome06/home-credit-risk-analysis Predictive analytics platform for Home Credit Default Risk. Leveraging...	14	Experimental	—	Jupyter Notebook
134	AlexHaro25/Machine-learning-analysis-of-Enigh-database Machine learning classification model to predict socioeconomic stratum of...	14	Experimental	—	Jupyter Notebook
135	all-in-one67890/credit-recommendation-engine 💳 Generate personalized credit product recommendations using machine...	14	Experimental	1	—
136	kshitijbhandari/Credit-Risk-Modeling-in-Consumer-Banking Implements the Basel III credit risk framework (PD, LGD, EAD) using Logistic...	14	Experimental	—	Jupyter Notebook
137	Palak137kansal/Predicting-Loan-Default Machine learning project for predicting loan default using Logistic...	14	Experimental	3	Jupyter Notebook
138	marinacarmona09/analise-risco-credito Projeto de machine learning para análise de risco de crédito, classificando...	14	Experimental	—	Jupyter Notebook
139	William-Fernandes252/loan-default-prediction Comparing strategies for dealing with data imbalance in credit risk assessment	14	Experimental	—	Python
140	kabirpatil12676/Loan_IQ_Bot AI chatbot that evaluates loan approval probability via a 10-step NLP...	14	Experimental	—	HTML
141	Volar-underclassman646/credit-risk-final Build and deploy a credit risk scoring API using Lending Club data with...	14	Experimental	—	—
142	gabriellenkt-data/credit-risk-analysis Machine learning project for credit default risk prediction using Python and...	14	Experimental	—	Jupyter Notebook
143	shitallokhande/loan-default-prediction-dl Deep learning project for loan default prediction using financial data....	14	Experimental	—	Jupyter Notebook
144	mmachelane/South-Africa-risk-model Explainable credit risk model for South Africa's informal economy — LR +...	14	Experimental	—	Jupyter Notebook
145	CocoTaxi2001/Loan-Default-Predictor A model trying to predict loan defaulters using the ‘Kaggle Loan Default...	14	Experimental	—	Jupyter Notebook
146	DarthAether/credit-risk-xai-project Credit risk prediction with Random Forest and SHAP explainability analysis	14	Experimental	—	Jupyter Notebook
147	Shradd7/Loan-Fraud-Detection ML system to predict loan defaults using XGBoost & LightGBM with SHAP...	14	Experimental	—	Jupyter Notebook
148	omsingh-19/CreditGuard End-to-end credit risk scoring API built with FastAPI, XGBoost, and Docker	14	Experimental	—	Jupyter Notebook
149	DSCO1/loan-approval-prediction Machine Learning project to predict customer loan subscription using...	14	Experimental	—	Jupyter Notebook
150	bhardadharmishtha2005/PhonePe-Pulse-Analysis An end-to-end FinTech project developed during my AI/ML Internship @...	14	Experimental	—	Jupyter Notebook
151	AkshatKumar10/Credit-Risk-Analysis A machine learning project that predicts the probability of loan default...	14	Experimental	—	Jupyter Notebook
152	brentmutetwa/credit-risk-classifier A machine learning model that predicts credit risk for loan applicants using...	14	Experimental	—	Jupyter Notebook
153	boddupallykoushik/loan-approval-explainable-ml End-to-end ML project with model training, deployment, and explainable...	14	Experimental	—	Python
154	Preety09-cmd/credit-ai-governance-eu-ai-act Explainable AI governance for credit risk using SHAP, LIME, and EU AI Act principles	14	Experimental	—	HTML
155	UchiaObito004/Loan_Default_Predictor End-to-end ML pipeline for loan default prediction with Optuna tuning,...	14	Experimental	—	Jupyter Notebook
156	Maruka13/CreditScore Machine Learning model for automated credit score classification, enabling...	14	Experimental	—	Jupyter Notebook
157	SK7Cosmo/LoanScope-ML Loan approval prediction using exploratory data analysis (univariate &...	14	Experimental	—	Python
158	U-ROHITH/Loan-prediction.Ai LoanPredict.AI is a full-stack machine learning application that predicts...	14	Experimental	—	CSS
159	DaRealAlpha8436/Credit_Risk_fintech Develop interpretable credit risk models using lending data to improve...	14	Experimental	—	Jupyter Notebook
160	dvhoangmai21-lab/Loan-Approval-Project Sử dụng Machine Learning xác định các yếu tố then chốt ảnh hưởng đến quyết...	14	Experimental	—	Jupyter Notebook
161	Srikarsaitej/loan-approval-prediction Machine Learning project that predicts bank loan approval using applicant...	14	Experimental	—	Jupyter Notebook
162	HASSANRAZA111/intelligent-Credit-Risk-Scoring-System Enterprise ML pipeline for loan default prediction · LightGBM + XGBoost +...	14	Experimental	—	Jupyter Notebook
163	HMR1962/Credit-Classification 📊 Predict loan defaults with a clear, reproducible credit-risk model using...	14	Experimental	—	Jupyter Notebook
164	AliNuriev/uni-regression-credit-scoring Credit score linear regression model	14	Experimental	—	Jupyter Notebook
165	Sreevarshan-fin/Bad_Debt_Prediction Bad Debt Prediction is an end-to-end credit risk model that identifies...	14	Experimental	—	Jupyter Notebook
166	cotycolson-sudo/twin2k-business-intelligence TBANLT 485 Final Project — Predicting Financial Risk Tolerance from Digital...	14	Experimental	—	Python
167	OSEOJ/LendingClub-Credit-Default-Prediction Predicting P2P loan defaults using only pre-loan information	14	Experimental	—	Python
168	hvp007/Credit-Risk-ML-SHAP- A transparent credit risk prediction system using XGBoost and CatBoost,...	14	Experimental	1	Jupyter Notebook
169	rohitb281/keras-api-project Project to build a model that can predict whether or not a borrower will pay...	14	Experimental	1	Jupyter Notebook
170	musagithub1/credit_scoring_project Machine learning project for predicting credit risk using Logistic...	14	Experimental	12	Python
171	HusnainQasid/credit-risk-predictor An ML-based credit risk prediction system that evaluates a person's...	14	Experimental	—	Python
172	Sanu700/AI-Credit-Risk-Intelligence ML pipeline for credit risk assessment — predicting probability of default...	14	Experimental	—	Python
173	stephenkinuthia-cell/Zindi-Financial-Inclusion-in-Africa A machine learning project for predicting bank account ownership using...	14	Experimental	—	HTML
174	SK7Cosmo/Loan-Approval-Prediction Predicting loan approvals using ML models, enhanced with data analysis,...	14	Experimental	—	Python
175	jigoca/loan_approval_prediction Predicción de Aprobación de Préstamos con Machine Learning — Clasificación...	14	Experimental	—	Jupyter Notebook
176	mandfr19/data.org-Financial-Health-Prediction-Zindi Solution for the Zindi Financial Health Index Prediction Challenge —...	14	Experimental	—	Jupyter Notebook
177	Anushka-Gupte/altcred-ai Alternative Credit Scoring System	14	Experimental	—	Jupyter Notebook
178	justinahamed/visa-approval-ml-model Ensemble machine learning model for visa approval prediction and feature analysis	14	Experimental	—	Jupyter Notebook
179	Qyraturrahmani/Credit-Scroring-ML-Process End-to-end credit scoring machine learning project including EDA,...	14	Experimental	—	Jupyter Notebook
180	WorksOfSid/FinTech-Risk-Analytics End-to-end Loan Risk Analytics and Prediction System using Python, SQL,...	14	Experimental	—	Jupyter Notebook
181	zrldnl/credit-risk-prediction-xgboost 🚀 Predict credit risk effectively using XGBoost, a top-performing model,...	14	Experimental	—	Jupyter Notebook
182	montraydavis/MLFinancialRiskPrediction Pure C# machine learning demonstration for financial risk prediction,...	13	Experimental	—	C#
183	mohamedabdelaziz6174/Loan-Approval-CLF-EDA-SMOTE-LogReg-vs-RF An end-to-end Machine Learning pipeline predicting loan approvals using EDA,...	13	Experimental	—	—
184	rahel-yab/Credit-Risk-Model An end-to-end credit risk modeling pipeline using alternative behavioral...	13	Experimental	—	Jupyter Notebook
185	sohailharoon777/easyvisa-advanced-ml Advanced ML classification project (EasyVisa): predict visa approval...	13	Experimental	—	HTML
186	karthik-1604/Credit-Risk-Analytics End-to-end Basel II compliant credit risk modeling system with PD/LGD/EAD...	13	Experimental	—	Jupyter Notebook
187	faisalimam1/cards-ai-corporate-loan-decisioning Corporate loan decisioning system using ML + LLMs with explainable risk intelligence	13	Experimental	—	—
188	gunveerkalsi/loan-approval-ml End-to-end machine learning project for loan approval prediction with...	13	Experimental	—	Jupyter Notebook
189	t1zer1/Credit-Risk---Lending-Club 🔍 Predict loan default risk using advanced machine learning models,...	13	Experimental	—	Jupyter Notebook
190	Sirat1014/FinAI-Credit-Risk An AI-powered Credit Risk Assessment Ecosystem. Features a Random Forest...	13	Experimental	—	HTML
191	Parth-Coder5/Credit_Risk_Predictor Machine Learning project to predict credit risk using Logistic Regression...	13	Experimental	—	Jupyter Notebook
192	levipoiani95/project-05-bank-analysis-AI Credit Score Prediction with Machine Learning	13	Experimental	—	Jupyter Notebook
193	Corensir/Business-Failure-Prediction-Analysis 🏦 Analyze patterns and predict business failures in the U.S. using FDIC and...	13	Experimental	—	Java
194	Gautamkr-10/Loan-Eligibility-Prediction Built an end-to-end ML application to predict loan approval using Random...	13	Experimental	—	JavaScript
195	saiswaroop263/credit-risk-portfolio-monitor Full-stack credit risk platform with automated ingestion, validation, ML...	13	Experimental	—	JavaScript
196	SHAILY24/credit-risk-system AI-powered credit risk assessment platform with machine learning model integration	13	Experimental	—	TypeScript
197	Deezpa/PyTorch-CreditScoring-ThinFile A PyTorch-based deep learning extension to my PhD thesis on credit scoring...	13	Experimental	—	—
198	JesuFemi-O/lendr A simple end to end consumer lending decision engine powered by Google Cloud...	13	Experimental	9	Jupyter Notebook
199	abailey81/Credit-Risk---Lending-Club End-to-end credit risk analysis on LendingClub loan data using Python and...	13	Experimental	2	Jupyter Notebook
200	MatheusChristmann/Credit-Risk-Classifier Categorizador de risco de crédito utilizando uma rede neural	13	Experimental	—	JavaScript
201	Prashant04092003/Credit-Card-Based-Product-Recomendation Case Study On Large FInancial And Banking Institutions Operate for Product...	13	Experimental	—	Jupyter Notebook
202	HarshitWaldia/LoanSenseAI This project identifies high-risk borrowers to help reduce NPAs, improve...	13	Experimental	2	Jupyter Notebook
203	HarshitWaldia/RiskRadar-Loan-Defaulter-Predictor This project identifies high-risk borrowers to help reduce NPAs, improve...	13	Experimental	2	Jupyter Notebook
204	ugyenn-tsheringg/Predicting-Loan-Defaults-with-Deep-Learning A deep learning model to predict loan default probabilities for the African...	12	Experimental	3	Jupyter Notebook
205	SayamAlt/Company-Bankruptcy-Prediction Successfully developed a machine learning model which can accurately predict...	12	Experimental	8	Jupyter Notebook
206	aliahmad552/loan_approval_prediction This is a Loan Approval Prediction Web App built with FastAPI (Backend) and...	12	Experimental	4	Jupyter Notebook
207	spoorthikunch/credit-risk-predictor Binary classification model for loan default prediction — Logistic...	12	Experimental	1	Jupyter Notebook
208	narex-ai/loan-prediction It is a classification problem where we have to predict whether a loan would...	12	Experimental	5	Jupyter Notebook
209	imharshag/Credit-Card-Default-Prediction-ML Predicting Credit Card Defaults This repository provides a step-by-step...	12	Experimental	8	Jupyter Notebook
210	denistanjingyu/Improving-National-Financial-Well-Being-Through-Machine-Learning-and-Artificial-Intelligence Predicting financial well-being through survey data from the Consumer...	12	Experimental	1	Jupyter Notebook
211	sritharun242004/Loan-Prediction-App Loan Approval Predicting Application leverages machine learning with...	12	Experimental	6	Jupyter Notebook
212	DougUOT/Credit_Risk_Analysis We'll use Python to build and evaluate several machine learning models to...	12	Experimental	6	Jupyter Notebook
213	NK-Works/CreditFlow-AI CreditFlow AI predicts loan defaulters using Artificial Neural Networks...	11	Experimental	—	Jupyter Notebook
214	himanshkr03/Loan_Default_Prediction_Using_Machine_Learning This repository contains a Python-based project that uses machine learning...	11	Experimental	—	Jupyter Notebook
215	santhosh-vairamuthu/Loan-Approval-Predictor Loan Approval Predictor using python	11	Experimental	—	HTML
216	macisluca/TaiwanCreditDefault2006 The aim of this paper is the analysis of which are the characteristics of an...	11	Experimental	—	—
217	dbrazl/ai-credit-default 🧠 The AI of the credit default project.	11	Experimental	—	Jupyter Notebook
218	QuantaScriptor/Machine-Learning-Based-Credit-Scoring-System-MLCSS Machine Learning-Based Credit Scoring System (MLCSS) is a machine learning...	11	Experimental	—	Python
219	AbdulRafay365/Credit-Risk-Detection-using-IBM-SPSS-Modeler This project evaluates three machine learning models for predicting credit...	11	Experimental	—	—
220	Himanshu-Laddhad/bankruptcy-prediction-ensemble Bankruptcy prediction using gradient boosting ensemble (LightGBM, XGBoost,...	11	Experimental	—	Jupyter Notebook
221	tushar2704/Loan-Limits-by-Country This project aims to leverage a diverse dataset encompassing economic...	11	Experimental	—	Jupyter Notebook
222	hisanusman/Credit-Score-Model Machine learning workflow to classify credit scores by building a robust...	11	Experimental	—	Jupyter Notebook
223	muhammadravi251001/credit-scoring Code for classifying whether someone can repay their loan to a banking...	11	Experimental	—	Python
224	mvnbernardes-source/analise-risco-credito Projeto de Machine Learning para previsão de inadimplência de clientes de...	11	Experimental	—	Jupyter Notebook
225	m-turnergane/CoT-RL-Credit_Risk_Assessment This Credit Risk Assessment agent leverages advanced machine learning...	11	Experimental	3	Jupyter Notebook
226	arofberua/credit-risk-prediction-system Machine learning-based credit risk prediction system using Logistic...	11	Experimental	—	Jupyter Notebook
227	akmanis/credit-risk-model Machine learning system that predicts loan default risk using the German...	11	Experimental	—	Python
228	filki/LoanRepaymentBinaryPred Repository "LoanRepaymentBinaryPred" is part of my aspiring Data Scientist...	11	Experimental	—	Jupyter Notebook
229	muhammadadilnaeem/MLOPs-US-Visa-Approval-Prediction-Project This Repository will Contain Source Code of Machine Learning Project US Visa...	11	Experimental	—	HTML
230	TarunMondal1998/Loan-Approval-Predictor Loan Approval Prediction System using Ensemble Learning Approaches	11	Experimental	—	—
231	PrateekDutta2001/Behavioral-Experience-ML---Finance User experience for subscription model of Financial Application	11	Experimental	—	—
232	bogomanjali/test_loan__approval.ipynb A machine learning project exploring how financial data can be used to...	11	Experimental	—	Jupyter Notebook
233	aysecnkci/banking-risk-analysis-imbalanced-data The project focuses on handling imbalanced data using techniques like...	11	Experimental	—	Jupyter Notebook
234	RTYoungData/Credit-risk-modeling-LendingClub Logistic regression model estimating borrower probability of default using...	11	Experimental	—	Jupyter Notebook
235	ameya123ch/Credit_Score_Classification_System A credit score classification is a system used by lenders and financial...	10	Experimental	2	HTML
236	Rishikesh-Jadhav/VertexAI-Loan-Risk-Prediction This project implements Google Cloud's Vertex AI to develop a machine...	10	Experimental	2	—
237	mdhifta/Decesion-Tree-Python I got a data for credit card approval from my friend. At that time I thought...	10	Experimental	2	Jupyter Notebook
238	ankhanhquach/Universal_Banking_Loan_Prediction_kNN This machine learning initiative seeks to leverage the k-Nearest Neighbors...	10	Experimental	2	R
239	Krixna-Kant/BharatScore An AI-driven credit risk management platform using alternative data,...	10	Experimental	1	TypeScript
240	devdatta95/XYZ-Corporation-Lending-Data-Project People often save their money in the banks which offer security but with...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Credit-card-approval-prediction-classification and credit-risk-modelling (50 vs 42) Credit-card-approval-prediction-classification and Loan-Approval-Prediction (50 vs 48) Credit-card-approval-prediction-classification and Loan-amount-prediction-regression (50 vs 39) Credit-card-approval-prediction-classification and credit-score-classification-app (50 vs 40) Credit-card-approval-prediction-classification and loan_prediction_ApplAi (50 vs 41) Loan-Approval-Prediction and loan_prediction_ApplAi (48 vs 41)