MLCube¶
MLCube is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible, e.g., between different stacks such as different clouds, between cloud and on-prem, etc.
Interested in getting started with MLCube? Follow the Getting Started instructions, or watch the video below.
Installing MLCube¶
Create python environment
conda create -n mlcube python=3.8
conda activate mlcube
virtualenv --python=3.8 .mlcube
source .mlcube/bin/activate
Install MLCube with docker and singularity runners
pip install mlcube mlcube-docker docker-singularity
Usage Examples¶
Check out the examples for detailed examples.
License¶
MLCube is licensed under the Apache License 2.0.
See LICENSE for more information.