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disambiguation between xgboost.dask vs dask-ml xgboost #618

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sandys opened this issue Feb 22, 2020 · 2 comments
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disambiguation between xgboost.dask vs dask-ml xgboost #618

sandys opened this issue Feb 22, 2020 · 2 comments

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@sandys
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sandys commented Feb 22, 2020

The recent 1.0.0 release of xgboost brings the xgboost.dask interface .
A relevant example is here - https://github.com/dmlc/xgboost/blob/master/demo/dask/sklearn_cpu_training.py

the related documentation is here - https://xgboost.readthedocs.io/en/latest/tutorials/dask.html

there are intertwined usecases - e.g. xgb.dask.DaskDMatrix vs the work being done in #605

How do you see both these projects co-existing ? will one subsume the other ? we are currently on dask-ml and wondering which direction to go in.

@TomAugspurger
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See dask/dask-xgboost#39.

My thoughts are at dask/dask-xgboost#39 (comment).

@TomAugspurger
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Let's keep the discussion on dask-xgboost vs. xgboost over there, if you have more to add.

Work like #605 will of course have to be done here.

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