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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
The text was updated successfully, but these errors were encountered:
Add Dask LabelEncoder to the documentation (#5023)
28e9f30
This will close #4931 Authors: - Nick Becker (https://github.com/beckernick) Approvers: - Dante Gama Dessavre (https://github.com/dantegd) URL: #5023
Add Dask LabelEncoder to the documentation (rapidsai#5023)
87f593e
This will close rapidsai#4931 Authors: - Nick Becker (https://github.com/beckernick) Approvers: - Dante Gama Dessavre (https://github.com/dantegd) URL: rapidsai#5023
Successfully merging a pull request may close this issue.
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
The text was updated successfully, but these errors were encountered: