45 lines
939 B
Markdown
45 lines
939 B
Markdown
# Getting Started
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## Prerequisites
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- Python 3.7+
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- Streamlit
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- Scikit-learn
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- Joblib
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## Installation
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1. Clone the repository
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2. Install dependencies:
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```bash
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pip install -r requirements.txt
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```
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## Running the Application
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Run the Streamlit application with:
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```bash
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streamlit run streamlit.py
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```
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The application will open in your default web browser, typically at http://localhost:8501.
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## Development
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To modify the application:
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1. Edit the `streamlit.py` file to change the UI or functionality
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2. The application will automatically reload when you save changes
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## Deployment
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Streamlit applications can be deployed in several ways:
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1. **Streamlit Sharing**: A free hosting service for Streamlit apps
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2. **Heroku**: Deploy using a Procfile and requirements.txt
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3. **Docker**: Containerize the application for deployment anywhere
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For deployment, ensure that the model and scaler files are included with the application code.
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