Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

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

Merged
merged 5 commits into from
May 31, 2020
Merged

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

merged 5 commits into from
May 31, 2020

Conversation

philippjfr
Copy link
Member

@philippjfr philippjfr commented May 30, 2020 •
edited
Loading

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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers
No reviews
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.

Histogram doesn't accept bins="auto"
1 participant
@philippjfr