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mortgage-defaults

Here are 3 public repositories matching this topic...

HerambVD / mortgage-risk-analysis

A research on how macroeconomic, microeconomic factors and personal data could affect mortgage risk using Machine Learning techniques.

machine-learning machine-learning-algorithms prediction dimensional-analysis pca explorable-explanations classifiers skewness mortgage-risk macroeconomic-factors mortgage-defaults

Updated Nov 16, 2019
Jupyter Notebook

andrew-impell / MBS-default-prediction

A program to take in loan level data and create a model which can predict probability of default

loan-data mbs mortgage-defaults mbs-default-prediction default-prediction asset-backed-security

Updated May 21, 2020
Python

adrian-io / mortgage-default-prediction

The goal of this project is to perform default prediction for commercial real estate property loans based on 17 variables.

python machine-learning eda oversampling undersampling commercial-real-estate mortgage-defaults default-prediction macroeconomic-indicators

Updated Feb 19, 2023
Jupyter Notebook

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