A program to take in loan level data and create a model which can predict probability of default
-
Updated
May 21, 2020 - Python
#
loan-data
Here are 8 public repositories matching this topic...
Supporting material for the Open Risk Academy course: "Loan Level Templates Using Python"
-
Updated
Nov 19, 2025 - Python
📊 Predict loan defaults reliably using a hybrid ensemble of machine learning models for enhanced accuracy and real-time insights in credit risk assessment.
machine-learning xgboost ensemble-learning predictive-modeling risk-assessment credit-scoring loan-data loan-default-prediction model-deployment loan-prediction-analysis flask-webapp risk-score loan-approval-prediction banking-analytics financial-predictions credit-risk-modeling web-based-ml
-
Updated
Apr 27, 2026 - Python
ETL pipeline for loan data — missing value imputation, IQR outlier removal, and format normalization.
-
Updated
Mar 13, 2026 - Python
This program is mainly used to figure out loan schedules for clients and can be used both by clients and loan providers to both show and save a document that has the loan schedule on it.
-
Updated
Dec 22, 2023 - Python
Predicting Loan Defaulters using various Classification Algorithms using Python (Numpy, Pandas, Sklearn, Matplotlib, Seabon)
-
Updated
Oct 2, 2020 - Python
🏦 Predict loan approval outcomes using this Machine Learning app with user authentication, analytics, and real-time insights for informed decisions.
flask data-science machine-learning scikit-learn bank data-visualization seaborn classification data-analysis logistic-regression matplotlib credit-scoring loan-data loan-default-prediction juypter notebook-jupyter loan-prediction-analysis loan-application accuracy-analysis
-
Updated
Apr 27, 2026 - Python
This is a one layer neural network that predict whether a loan will be defaulted.
-
Updated
Oct 30, 2018 - Python
Improve this page
Add a description, image, and links to the loan-data topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the loan-data topic, visit your repo's landing page and select "manage topics."