Improve Dask documentation and fix a few minor issues#7499
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rapids-bot[bot] merged 12 commits intorapidsai:release/25.12from Nov 24, 2025
Merged
Improve Dask documentation and fix a few minor issues#7499rapids-bot[bot] merged 12 commits intorapidsai:release/25.12from
rapids-bot[bot] merged 12 commits intorapidsai:release/25.12from
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Overall LGTM, nice improvement. Just a few small comments, do with them what you will.
The APIs have in practice not been considered experimental for a while.
To be more correct and coherent within and across classes.
And generally update the dask UMAP doc-strings.
Would be rendered with only a single worker in final docs and could thus be confusing.
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Summary
This PR improves documentation quality and consistency across cuML's Dask multi-GPU estimators, adds a comprehensive multi-GPU guide, and fixes two minor bugs in KNeighborsClassifier and RandomForestClassifier.
Changes
New Documentation
dask_multigpu_guide.ipynb- comprehensive guide for multi-GPU usage with DaskDocumentation Improvements
random_stateparameter not supported in MNMGBug Fixes
unique()handling for Dask Arrays vs DataFramesCloses #7309. Fixes #3663.