https://github.com/nirmit27/credit-risk-modeling

Classification and regression models for predicting the level of risk associated with extending credit to a borrower and the basic EPS amount respectively.
https://github.com/nirmit27/credit-risk-modeling

credit-risk credit-risk-analysis machine-learning ml ml-model ml-models modelling numpy pandas python python3 sckiit-learn

Last synced: 3 months ago
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Classification and regression models for predicting the level of risk associated with extending credit to a borrower and the basic EPS amount respectively.

• Host: GitHub
• URL: https://github.com/nirmit27/credit-risk-modeling
• Owner: nirmit27
• Created: 2024-05-25T01:15:59.000Z (12 months ago)
• Default Branch: master
• Last Pushed: 2024-08-26T14:29:23.000Z (9 months ago)
• Last Synced: 2024-11-11T02:35:38.301Z (6 months ago)
• Topics: credit-risk, credit-risk-analysis, machine-learning, ml, ml-model, ml-models, modelling, numpy, pandas, python, python3, sckiit-learn
• Language: Python
• Homepage: https://credit-risk-modelling.onrender.com/
• Size: 31 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Credit Risk Modeling and EPS Prediction

Training **[XGBoost](https://xgboost.readthedocs.io/en/stable/)** classification and regression models for predicting the amount of **risk** associated with the extension of credit to a borrower and for predicting the basic **EPS** amount.

## Preview

![Screenshot](/flask-deployment/static/ss.png)

## Dataset links

- [Credit Risk Dataset](./data/case_study_final.xlsx)

- [EPS Dataset](./data/EPS_Dataset.xlsx)