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GPU nan_euclidean metric #3633

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MarcYin opened this issue Jul 15, 2024 · 0 comments
Open
2 of 4 tasks

GPU nan_euclidean metric #3633

MarcYin opened this issue Jul 15, 2024 · 0 comments

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@MarcYin
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MarcYin commented Jul 15, 2024

Summary

Nan values within the tabular data is a common issue and simple data imputation methods, such as filling mean or zero, will cause bias in the searching results.

This is related to issue #3355, where the current implementation is not available for GPU. It would be good if this nan_euclidean metric exist for both CPU and GPU

Platform

Running on:

  • CPU
  • GPU

Interface:

  • C++
  • Python
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