Default visualizations
Types of visualizations in ZenML.
ZenML automatically saves visualizations of many common data types and allows you to view these visualizations in the ZenML dashboard:
Alternatively, any of these visualizations can also be displayed in Jupyter notebooks using the artifact.visualize() method:
Some examples of default visualizations are:
A statistical representation of a Pandas Dataframe represented as a png image.
Drift detection reports by Evidently, Great Expectations, and whylogs.
A Hugging Face datasets viewer embedded as a HTML iframe.
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