https://github.com/nullhawk/aprove-me
Loan Approval system using Linear Regression
https://github.com/nullhawk/aprove-me
flask linear-regression mlops streamlit
Last synced: about 2 months ago
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Loan Approval system using Linear Regression
- Host: GitHub
- URL: https://github.com/nullhawk/aprove-me
- Owner: nullHawk
- Created: 2025-04-10T05:05:45.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-04-10T05:13:59.000Z (about 1 year ago)
- Last Synced: 2025-07-20T13:39:02.517Z (11 months ago)
- Topics: flask, linear-regression, mlops, streamlit
- Language: Python
- Homepage: https://huggingface.co/spaces/nullHawk/approve-me
- Size: 9.77 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Loan Approval Prediction System
This project is a **Loan Approval Prediction System** developed as part of my **University Assignment for MLOps**. It consists of a backend API built with Flask and a frontend interface built with Streamlit.
## Features
- **Frontend**: A user-friendly interface to input loan application details and view predictions.
- **Backend**: A Flask-based API that uses a pre-trained machine learning model to predict loan approval status.
## How to Run
1. Install dependencies:
```bash
pip install -r requirements.txt
2. Run the application:
```bash
python app.py
3. Access the frontend at `httpp://localhost:7860`
## Docker Support
Build and run the application using Docker:
```bash
docker build -t loan-approval .
docker run -p 7860:7860 loan-approval
```
## Note
This project is for educational purposes only and is part of my MLOps University Assignment.