Credit Risk Modeling MLOps Tools

There are 19 credit risk modeling tools tracked. The highest-rated is shankarrrrr/Pre-Delinquency-Engine at 36/100 with 4 stars.

Get all 19 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mlops&subcategory=credit-risk-modeling&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	shankarrrrr/Pre-Delinquency-Engine 🎯 AI-powered behavioral analytics that predicts customer defaults 30 days in...	36	Emerging	4	Python
2	JoshPola96/company-bankruptcy-prediction-mlops Enterprise-grade MLOps pipeline for predicting company bankruptcy. Automates...	34	Emerging	3	Jupyter Notebook
3	AhsanAkhlaq/CreditScoringModel A machine learning web application that predicts the likelihood of credit...	32	Emerging	3	Jupyter Notebook
4	gurveersingh25/smart-loan-crm AI-powered Loan & CRM system with ML predictions, AI Loan Assistant, Flagged...	24	Experimental	3	HTML
5	ShivamBharti-29/CreditWise-Loan-Approval-System An end-to-end Machine Learning web application that predicts loan approval...	24	Experimental	1	Jupyter Notebook
6	thaitri2005/Credit-Scorecard-for-Default-Prediction A credit risk scorecard webapp that lets finance teams and analysts run...	24	Experimental	3	Jupyter Notebook
7	DrUkachi/loan-default An end-to-end machine learning project that predicts whether a loan...	22	Experimental	—	Jupyter Notebook
8	greyscalemedia/Smart-Loan-Risk-Predictor 🏦 Assess credit risk and predict loan defaults with this machine learning...	22	Experimental	—	Jupyter Notebook
9	gitadi2/credit-risk-final End-to-end credit risk scoring pipeline deployed on Azure — ML models...	17	Experimental	1	Python
10	yusufyzzc/Credit-Risk-Scoring Dockerized ML App deployed on Render	15	Experimental	1	HTML
11	oliviawait021/docker-mastery Containerized 5-service pipeline that cleans loan CSVs, loads them into...	14	Experimental	—	Python
12	Omoshow10/us-financial-loan-monitoring Loan portfolio risk dashboard - SQL, Power BI, Python ML. Delinquency...	14	Experimental	—	Python
13	niharnandala/credit_loan_risk_app End-to-end credit risk prediction system built using Lending Club data with...	14	Experimental	—	Jupyter Notebook
14	Adrian0117/finsight-forecasting End-to-end ML forecasting system on 1.34M Lending Club records — loan...	14	Experimental	—	Jupyter Notebook
15	MarieLvsq/azure-credit-risk-ml End-to-end Azure Machine Learning project for credit risk prediction with...	14	Experimental	—	Python
16	Aluka-Analysis/credit-risk-ml-system Production-grade credit risk ML system — Gradient Boosting, SHAP...	14	Experimental	—	HTML
17	mohipal92/Credit_card_risk_project End-to-end ML pipeline to predict loan default probability using Gradient...	14	Experimental	—	Python
18	Hords01/credit-default-api XGBoost-based credit default prediction API — FastAPI + Docker + Render	14	Experimental	—	Python
19	Amanyadav-07/mortgage-default-risk-dashboard 🏦 Real-time mortgage default risk scoring dashboard built with Streamlit &...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

CreditScoringModel and Credit-Scorecard-for-Default-Prediction (32 vs 24)