MLEM now offers deployment to Kubernetes and Sagemaker with a single command.
Track experiments and share insights from ML projects
Open-source version control system for ML projects
Local ML model development and experiment tracking
Open-source CI/CD for ML projects
Open-source tool to simplify ML model deployment
To check whether MLEM is installed in your environment, run which mlem. To
check which version is installed, run mlem --version.
MLEM is a Python library. You can install it with a package manager like
Conda, or as a Python
We strongly recommend creating a virtual environment or using pipx to
encapsulate your local environment.
$ pip install mlem
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