ITEA is the Eureka Cluster on software innovation
ITEA is the Eureka Cluster on software innovation
ITEA 4 page header azure circular

Stevedore: a generic lightweight ML build setup in Docker

Project
20219 IML4E
Type
Open Source Software
Description

Wrapper class and generic API plus Podman/Docker build automation for Python ML models. A specific use case is a set of machine learning models that may be composed, so that they should be tested and packaged together. This by no means excludes use on single model. Available: https://github.com/reaktor/ml-py-stevedore

Contact
Johan Himberg
Email
johan.himberg@reaktor.com
Research area(s)
MLOps
Technical features

Wrapper class and generic API plus Podman/Docker build automation for Python ML models. A specific use case is a set of machine learning models that may be composed, so that they should be tested and packaged together. This by no means excludes use on single model. Available: https://github.com/reaktor/ml-py-stevedore

Integration constraints

HTTP-framework that serves the API is FastAPI. See details in https://github.com/reaktor/ml-py-stevedore

Conditions for reuse

MIT license

Confidentiality
Public
Publication date
01-09-2022
Involved partners
Reaktor Innovations (FIN)