ral options are presented.

hyperparameter tuning?Our dedicated documentation guide on implementing this is the place to learn more.

reset things when something goes wrong?

To reset your ZenML client, you can run zenml clean which will wipe your local metadata database and reset your client. Note that this is a destructive action, so feel free to reach out to us on Slack before doing this if you are unsure.

steps that create other steps AKA dynamic pipelines and steps?

Please read our general information on how to compose steps + pipelines together to start with. You might also find the code examples in our guide to implementing hyperparameter tuning which is related to this topic.

templates: using starter code with ZenML?

Project templates allow you to get going quickly with ZenML. We recommend the Starter template (starter) for most use cases which gives you a basic scaffold and structure around which you can write your own code. You can also build templates for others inside a Git repository and use them with ZenML's templates functionality.

upgrade my ZenML client and/or server?

Upgrading your ZenML client package is as simple as running pip install --upgrade zenml in your terminal. For upgrading your ZenML server, please refer to the dedicated documentation section which covers most of the ways you might do this as well as common troubleshooting steps.

use a <YOUR_COMPONENT_GOES_HERE> stack component?

For information on how to use a specific stack component, please refer to the component guide which contains all our tips and advice on how to use each integration and component with ZenML.

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Last updated 18 days ago