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Documentation Index

Fetch the complete documentation index at: https://wb-21fd5541-docs-2661.mintlify.app/llms.txt

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Parallel coordinates charts summarize the relationship between large numbers of hyperparameters and model metrics at a glance.
Parallel coordinates plot
A parallel coordinates panel has the following components:
  • Axes: Hyperparameters from wandb.Run.config and metrics from wandb.Run.log().
  • Lines: Each line represents a single run. Hover over a line to see a tooltip with details about the run. All lines matching the current filters appear. If you turn off the eye icon for a run, its line is dimmed.

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Create a parallel coordinates panel

To add a parallel coordinates panel to your workspace:
  1. Navigate to the landing page for your workspace.
  2. Click Add Panels.
  3. Select Parallel coordinates.

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Panel settings

To configure the panel, click the edit button in the upper-right corner of the panel. You can adjust the following settings:
  • Tooltip: On hover, a legend appears with information about each run.
  • Titles: Edit the axis titles to make them more readable.
  • Gradient: Customize the gradient to any color range.
  • Log scale: Set each axis to use a log scale independently.
  • Flip axis: Switch the axis direction. This is useful when you have both accuracy and loss as columns.
For an interactive example, see a live parallel coordinates panel.