Investigate numbagg
for performance with Quantiles
#1707
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dependencies
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enhancement
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Also numbagg added a performant nan_quantile not too long ago (numbagg/numbagg#166), it might be interesting to add it to the comparison.
Originally posted by @bzah in #1694 (comment)
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