https://github.com/williamnsambu/ml-api-deployment

PyTorch · Scikit-Learn · REST APIs · Docker Products
https://github.com/williamnsambu/ml-api-deployment

docker mlmodel pytorch restapi sklearn

Last synced: 2 months ago
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PyTorch · Scikit-Learn · REST APIs · Docker Products

• Host: GitHub
• URL: https://github.com/williamnsambu/ml-api-deployment
• Owner: williamnsambu
• Created: 2025-08-21T00:03:18.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2025-08-21T15:44:26.000Z (11 months ago)
• Last Synced: 2025-10-07T07:44:18.657Z (10 months ago)
• Topics: docker, mlmodel, pytorch, restapi, sklearn
• Homepage:
• Size: 1000 Bytes
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ML API Deployment

This project demonstrates how to take a machine learning model from development to production deployment. It uses PyTorch or scikit-learn for model training, wraps it in a REST API, and packages everything with Docker for portability and scalability.

Teck stack: PyTorch · Scikit-Learn · REST APIs · Docker Products