Installation
Installing ZenML and getting started.
Install ZenML
ZenML is a Python package that can be installed directly via pip
:
Note that ZenML currently supports Python 3.9, 3.10, 3.11, and 3.12. Please make sure that you are using a supported Python version.
Verifying Installations
Once the installation is completed, you can check whether the installation was successful either through Bash or Python:
If you would like to learn more about the current release, please visit our PyPi package page.
Running with Docker
zenml
is also available as a Docker image hosted publicly on DockerHub. Use the following command to get started in a bash environment with zenml
available:
If you would like to run the ZenML server with Docker:
Deploying the server
Though ZenML can run entirely as a pip package on a local system, complete with the dashboard. You can do this easily:
However, advanced ZenML features are dependent on a centrally deployed ZenML server accessible to other MLOps stack components. You can read more about it here. For the deployment of ZenML, you have the option to either self-host it or register for a free ZenML Pro account.
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