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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