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
https://github.com/alfranz/ml-fastapi-docker/pkgs/container/ml-fastapi
docker pull ghcr.io/alfranz/ml-fastapi:latest
This image will use the latest compatible versions of all dependencies. Might add versioning later. For now enjoy at your own risk 🔥.