openml / openml/openml.org

Improved Dashboards (upgrade Dash)

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#340 1 comment 0 reactions 1 assignee View on GitHub

@SubhadityaMukherjee is already working on this.

Since Sep 27, 2024.

Dominant language
TypeScript
Stars
33
Forks
30
Avg merge
2d 21h
Merged PRs (30d)
6

Description

To decide: what will we do exactly?

Make dashboards (e.g. dataset analysis) more user friendly and quicker.

There are several problems with the current Dash visualizations:

  • Font, font-size, and used colors all severely limit the accessibility of the Analysis tabs.
  • The Dashboards are at times very slow (for example, retrieving run results for a task) -> perhaps we can avoid loading (as much) data through graphql or subsampling.

We also should migrate to the latest Dash (1.3->2.6). It might also be worthwhile to do a quick survey to see if there are no better options available at this time.

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