Overview
Polyaxon dashboard provides several visualizations and charts based on events logged by the tracking API.
Single runs
Open a run's Dashboards page to view its logged events. Use Add Widget in a section to choose a visualization.
- Line charts
- Bar charts
- Stats charts
- Histogram charts
- Curve charts: PR curves, AUC/ROC curves, custom curves (
<x, y>arrays)
Log PR curves with tracking.log_pr_curve and ROC curves with tracking.log_roc_auc_curve. The native widgets display their average precision and AUC annotations in the legend.
Multi-run
In a project's run list, enable Events from Layout to compare metrics and curves across the filtered runs. Use Add Widget to choose a chart:
- Line charts
- Bar charts
- Stats charts
- Curve charts: PR curves, AUC/ROC curves, custom curves (
<x, y>arrays)
- Scatter charts
- Parallel coordinates
- Contour plots
Media rendering
Polyaxon can render several media types, you can log several versions of the same media with step index:
- images
- text
- html
- audio
- video
- dataframe