✨ Feature Highlights

Shaded regions in PanelPlot. PanelPlot can now render shaded regions or areas between two lines. This crucial feature lets users more clearly see the difference between multiple curves—e.g. the frequency or duration of one metric being higher than another metric.
Flexibly configure histograms in Tables. Users can now set the min and max number of bins to display in Table histograms. This level of fine-grain control approximates magic for advanced users, offering much more readable charts and faster visual comparison of models/predictions.
Time-based Workspace filters. Select the set of experiments you care about even faster by filtering based on timestamp (e.g. runs from the last day, week, the month of August, etc).

Improvements to the Model Registry View. Model Registry now supports renaming and deleting registered models in the Model Registry view. In addition, the View in Project button was removed to help users understand the difference between entities and projects.
Improved workflow visualization for Model Registry. Users can now easily interact with the Artifacts graph view to click & drag the canvas to see the entire lineage, change the level of detail via the dropdown menu, and click on an individual node for full details.
Model Registry "direct lineage" mode for enhanced governance. The direct lineage mode allows users to see which past runs and models (upstream Artifacts) contributed to generating a given Artifact and which later runs and models (downstream Artifacts) depend on a given Artifact.

Launch Splash Page! New W&B App UI splash page appears for users who have not created a Launch queue yet.
Launch triggers allow users to queue jobs automatically when new Artifacts are created, Artifact aliases are updated, or an Artifact is linked to a model registry!

3D Object Point Cloud visualizations now support scores on bounding boxes when a user supplies score data for bounding boxes in pts.json files.

🪄 Enhancements

Core App: Add identity association that allows users to log in via microsoft account
Core App: New enterprise CDN that can be enabled at the Org level
Core App: Add rename/delete to the main registry view
Core App: Add trigger system for artifact based mutations
Core App: Hidden date window override for activity dashboard
Core App: 3D Object Point Cloud visualizations now support scores on bounding boxes and doesn't display labels on previews
Core App: Launch gets a splash page with helpful links
Backend: Add mysql mds implementation for db glue tasks

Artifacts: Lineage recursion error with graph cycles
Core App: Embedded tweets load in external reports without error
Core App: Use consistent Runtime definition for all rows in runs table
Core App: Notebook file viewer does not crash when cell outputs contain non-list formatted text
Core App: Tables, Plots, & Projector config no longer error when selected runs do not contain expected data
Core App: Don't duplicate runset when reordering table columns
Core App: Allow typing into Links within a Report link to report action
Core App: Tables column editor no longer closes after every change
Core App: Embedded tweets load in external Reports without error
Core App: Fix crash when moving weave panels between Report sections
Backend: Deleting user should not delete data in shared projects
Backend: prevent panic on ill-formed Run.files GraphQL input
Weave: Tables' column editor no longer closes after every change
Weave: Prevent suggestion taking in Expression Editor when system is busy
Weave: Fix bug in Weave parser preventing certain expressions from being constructed
Weave: PanelObject properly escapes keys