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[FEA] Multi-GPU preprocessing.LabelEncoder #4931

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dawilliams-nvidia opened this issue Oct 14, 2022 · 0 comments · Fixed by #5023
Closed

[FEA] Multi-GPU preprocessing.LabelEncoder #4931

dawilliams-nvidia opened this issue Oct 14, 2022 · 0 comments · Fixed by #5023
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? - Needs Triage Need team to review and classify feature request New feature or request

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@dawilliams-nvidia
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Is your feature request related to a problem? Please describe.
Many of the preprocessing techniques are listed as Single-GPU only: https://docs.rapids.ai/api/cuml/stable/api.html#preprocessing-metrics-and-utilities

Some do have dask versions, however in particular LabelEncoder (https://docs.rapids.ai/api/cuml/stable/api.html#feature-and-label-encoding-single-gpu) does not seem to have an analogous Multi-GPU option (going from 'a','b','a','c' -> 0,1,0,2). The closest I've found is the LabelBinarizer which provides one hot encodings.

Describe the solution you'd like
Dask implementation of LabelEncoder

Additional context
NVIDIA Solutions Architect, filing on behalf of customer

@dawilliams-nvidia dawilliams-nvidia added ? - Needs Triage Need team to review and classify feature request New feature or request labels Oct 14, 2022
rapids-bot bot pushed a commit that referenced this issue Dec 18, 2022
jakirkham pushed a commit to jakirkham/cuml that referenced this issue Feb 27, 2023
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