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Add support for cupy histograms and box-whisker stats #4447

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merged 5 commits into from
May 31, 2020

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@philippjfr philippjfr commented May 30, 2020

Implements support for computing histograms using cupy (if a cuDF dataset is provided).

  • With versions of cupy<8.0 only unnormalized histograms are supported
  • With versions of cupy>8.0 all normalization options are supported
  • Also adds support for string bin options like 'auto', 'fd', 'scott' etc.
  • Implements BoxWhisker stats calculations using cupy/dask

Partially addresses #3954
Fixes #4446

@philippjfr philippjfr changed the title Add support for cupy histograms Add support for cupy histograms and box-whisker stats May 30, 2020
@philippjfr philippjfr merged commit 5deb4a7 into master May 31, 2020
@philippjfr philippjfr deleted the cupy_histogram branch April 25, 2022 14:40
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Histogram doesn't accept bins="auto"
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