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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 Experiments tab.
  2. Make sure that the fields you want to display are added as columns.
  3. Select the runs to compare by toggling the eye icons ( ).
  4. Navigate to the Parallel coordinates tab.

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

See example in Neptune