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Remove FairlearnDashboard and replace it with matplotlib-based plots #766
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Signed-off-by: Roman Lutz <rolutz@microsoft.com>
…lutz/remove_dashboard Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
…lutz/remove_dashboard
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
… several pipelines, build scripts, doc pages mentioning widget/dashboard, and a couple of notebooks. Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Signed-off-by: Roman Lutz <rolutz@microsoft.com>
Could we please have two PRs, one to replace the dashboard with other plotting functionality, and then remove the dashboard itself? Much easier to review. |
Fair! I was thinking about it the other way round, but that wouldn't have work since it leaves massive holes all over the documentation. The way you suggest is preferable! I'll leave this as the removal PR. |
I created #770 for this purpose now. Let's leave this one open at least until #770 is complete. Thanks! |
…lutz/remove_dashboard Signed-off-by: Roman Lutz <rolutz@microsoft.com>
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LGTM but I would really like @riedgar-ms or @MiroDudik to have look as well, because I'm not that familiar with the widget part of the library :)
With a slight delay (originally targeted for April) I'm finally removing the
FairlearnDashboard
since a newer version already exists inraiwidgets
. The documentation is updated to instead use the plots @MiroDudik created with a single line directly from theMetricFrame
. In the future we want to add more kinds of plots as already mentioned in #758 #666 and #668 . Specifically, the model comparison plots do not yet have a replacement yet.Note that the "example" added to the
examples
directory is not shown under "Example notebooks" on the webpage, which is intentional since it's technically not a notebook.This also makes #561 mostly redundant, which I'll close shortly.
#667 is also directly addressed with this PR as the examples illustrate.