/ml-fastapi-docker

A Docker image to deploy Machine Learning services

Primary LanguageDockerfileMIT LicenseMIT

Machine Learning FastAPI Docker Image

Create and publish a Docker image

This Docker image contains dependencies suitable for machine-learning powered webservices with HTML frontends.

Docker Base Image: alfranz/fastapi-pandas (based on python:3.9-slim-buster)

Python libraries:

(included in alfranz/fastapi-pandas)

  • requests
  • Jinja2
  • aiofiles
  • uvicorn[standard]
  • gunicorn
  • fastapi
  • pandas
  • python-multipart
  • psycopg2

Additionally installed:

  • catboost

How to use?

https://github.com/alfranz/ml-fastapi-docker/pkgs/container/ml-fastapi

docker pull ghcr.io/alfranz/ml-fastapi:latest

Versions

This image will use the latest compatible versions of all dependencies. Might add versioning later. For now enjoy at your own risk 🔥.