https://github.com/ricoledan/ml-rest-api

🐍 A simple python-based REST API that deploys machine learning models
https://github.com/ricoledan/ml-rest-api

Last synced: 4 days ago
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🐍 A simple python-based REST API that deploys machine learning models

• Host: GitHub
• URL: https://github.com/ricoledan/ml-rest-api
• Owner: Ricoledan
• License: mit
• Created: 2021-08-25T17:47:40.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-10-04T22:33:08.000Z (over 4 years ago)
• Last Synced: 2025-02-27T19:58:16.611Z (over 1 year ago)
• Language: Python
• Size: 8.79 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# ML-REST-api

🐍 A simple python-based REST API template that deploys machine learning models

## Setting up your Python environment

create virtual environment

`python3 -m venv env`

activate environment

`source env/bin/activate`

deactivate environment

`deactivate`

## Dependencies

install dependencies

`python3 -m pip install -r requirements.txt`

lock dependencies

`pip freeze > requirements.txt`

## Run application (Local)

run application with active reload

`uvicorn --app-dir=./app main:app --reload`