Polyaxon comes with a Hiplot integration to analyze multiple experiments.

Tracking

You can track hyperparameter and metrics of your experiments using Polyaxon's tracking module.

In notebooks

You can use the module MultiRunPlot which requires hiplot to create interactive parallel coordinates inside a notebook or jupyter lab.

Example

from polyaxon.polyplot import MultiRunPlot

client = MultiRunPlot()
exp = client.get_hiplot(query="metrics.loss:<0.1")
exp.display()

run-dashboards-hiplot1

run-dashboards-hiplot2