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:

Currently, the following visualization types are supported:

HTML: Embedded HTML visualizations such as data validation reports,

Image: Visualizations of image data such as Pillow images or certain numeric numpy arrays,

CSV: Tables, such as the pandas DataFrame .describe() output,

Markdown: Markdown strings or pages.

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Last updated 15 days ago