https://github.com/nickc1/sklearn_fastapi

Building an API with the FastAPI framework to serve a scikit-learn model.
https://github.com/nickc1/sklearn_fastapi

Last synced: about 2 months ago
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Building an API with the FastAPI framework to serve a scikit-learn model.

• Host: GitHub
• URL: https://github.com/nickc1/sklearn_fastapi
• Owner: nickc1
• Created: 2019-01-11T12:44:05.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-01-13T17:15:21.000Z (over 5 years ago)
• Last Synced: 2024-07-15T20:52:55.415Z (2 months ago)
• Language: Jupyter Notebook
• Size: 30.3 KB
• Stars: 18
• Watchers: 3
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
How to train a simple sklearn model, pickle it, and build an API with fastapi.

Deployment to AWS will be covered in the future.

To follow this post, you should be familiar with:

1. Scikit-learn

2. Docker

3. Basics of an API

# Training the model