Line plots
Visualize metrics, customize axes, and compare multiple lines on a plot
4 minute read
Use workspace panel visualizations to explore your logged data by key, visualize the relationships between hyperparameters and output metrics, and more.
W&B projects support two different workspace modes. The icon next to the workspace name shows its mode.
Icon | Workspace mode |
---|---|
Automated workspaces automatically generate panels for all keys logged in the project. This can help you get started by visualizing all available data for the project. | |
Manual workspaces start as blank slates and display only those panels intentionally added by users. Choose a manual workspace when you care mainly about a fraction of the keys logged in the project, or for a more focused analysis. |
To change how a workspace generates panels, reset the workspace.
To reset a workspace:
...
.You can add panels to your workspace, either globally or at the section level.
To add a panel:
To add a panel globally, click Add panels in the control bar near the panel search field.
To add a panel directly to a section instead, click the section’s action ...
menu, then click + Add panels.
Select the type of panel to add.
Quick Add allows you to select a key in the project from a list to generate a standard panel for it.
For an automated workspace with no deleted panels, Quick add is not available. You can use Quick add to re-add a panel that you deleted.
To add a custom panel to your workspace:
To learn more about the options for each type of panel, refer to the relevant section below, such as Line plots or Bar plots.
To edit a panel:
To move a panel to a different section, you can use the drag handle on the panel. To select the new section from a list instead:
...
menu for the panel.You can also use the drag handle to rearrange panels within a section.
To duplicate a panel:
...
menu.If desired, you can customize or move the duplicated panel.
To remove a panel:
...
menu.To remove all panels from a manual workspace, click its action ...
menu, then click Clear all panels.
To remove all panels from an automatic or manual workspace, you can reset the workspace. Select Automatic to start with the default set of panels, or select Manual to start with an empty workspace with no panels.
Direct colleagues to a specific panel in your project. The link redirects users to a full screen view of that panel when they click that link. To create a link to a panel:
...
menu.The settings of the project determine who can view the panel. This means that if the project is private, only members of the project can view the panel. If the project is public, anyone with the link can view the panel.
If multiple panels have the same name, W&B shares the first panel with the name.
By default, sections in a workspace reflect the logging hierarchy of your keys. However, in a manual workspace, sections appear only after you start adding panels.
To add a section, click Add section after the last section.
To add a new section before or after an existing section, you can instead click the section’s action ...
menu, then click New section below or New section above.
To rename a section, click its action ...
menu, then click Rename section.
To delete a section, click its ...
menu, then click Delete section. This removes the section and its panels.
Visualize metrics, customize axes, and compare multiple lines on a plot
Visualize metrics, customize axes, and compare categorical data as bars.
Compare results across machine learning experiments
Visualize the relationships between your model’s hyperparameters and output metrics
Compare metrics across multiple runs
Some features on this page are in beta, hidden behind a feature flag. Add weave-plot
to your bio on your profile page to unlock all related features.
Was this page helpful?
Glad to hear it! Please tell us how we can improve.
Sorry to hear that. Please tell us how we can improve.