28 lines
789 B
Markdown
28 lines
789 B
Markdown
# Loan Approval Predictor
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## Overview
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This is a machine learning service that predicts loan approval based on applicant information. The service uses a pre-trained random forest model and provides both a web interface and API endpoints for predictions.
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## Features
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- Loan approval prediction based on applicant data
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- Web interface for easy interaction
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- RESTful API for programmatic access
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- Containerized with Docker
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- CI/CD pipeline with GitHub Actions
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## Architecture
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The service is built using:
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- FastAPI for the web framework
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- Scikit-learn for the machine learning model (Random Forest)
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- Docker for containerization
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- GitHub Actions for CI/CD
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## Documentation
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- [API Reference](api-reference.md)
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- [Model Information](model-info.md)
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- [Getting Started](getting-started.md)
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