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Parent(s): 2d3dd08
Fix README.md
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README.md
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A web interface for the Selector library, providing tools for subset selection and diversity calculations.
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## Local Development
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Run the server locally using Docker Compose:
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```bash
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docker compose up --build --scale celery_worker=3 -d
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```
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The server will be available at:
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- Main application: http://localhost:8008
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- Flower monitoring: http://localhost:5555
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## Hugging Face Deployment
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1. Build the Hugging Face specific Docker image:
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```bash
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docker build -t selector-server-hf -f Dockerfile.hf .
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```
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2. Login to Hugging Face CLI:
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```bash
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huggingface-cli login
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```
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3. Create a new Space on Hugging Face:
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- Go to https://huggingface.co/spaces
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- Click "Create new Space"
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- Choose "Docker" as the Space SDK
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- Set the hardware requirements (recommended: CPU + 16GB RAM)
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4. Push the Docker image:
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```bash
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# Tag the image
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docker tag selector-server-hf registry.hf.space/your-username/your-space-name:latest
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# Push to Hugging Face
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docker push registry.hf.space/your-username/your-space-name:latest
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```
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The application will be available at: https://huggingface.co/spaces/your-username/your-space-name
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## Features
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- Upload feature matrices for subset selection
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- Calculate diversity metrics
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- Visualize results
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- RESTful API for programmatic access
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- Celery-based task queue for long-running calculations
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- Real-time task monitoring with Flower
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---
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title: Selector
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emoji: 🦀
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colorFrom: gray
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colorTo: gray
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sdk: docker
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pinned: false
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license: gpl-3.0
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---
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