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App version: 3.4.4

Parallel coordinates

Parallel coordinates tab in the Neptune web app

The parallel coordinates view is built with the HiPlot visualization tool.

You can use it to:

  • See how model parameters affect the metrics.
  • Explore different parameter and metric ranges by selecting a range of a metric or a parameter of interest.
  • Download the comparison as CSV or PNG.

To set up your runs for parallel coordinates analysis:

  1. Navigate to the All runs tab.
  2. Make sure that the attributes you want to display are added as columns.
  3. To show runs in compare mode, toggle the eye icons ().
  4. Navigate to the Parallel coordinates tab.

The plot shows values that are different between the visible runs. You can select a range of values and move the selection around to trace the values' relationship with other metrics.