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jcmkk3 avatar jcmkk3 commented on May 14, 2024

santoku is a very featureful package for R that tries to improve on cut. I don't think that Arquero needs this many features, but there could be some API inspiration there, in addition to d3 and other patterns in the JavaScript world.

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jheer avatar jheer commented on May 14, 2024

I'd be happy to consider a new cut / chop / etc implementation for inclusion in Arquero. Similar to recode it might be added as a new standard op function.

As for clustering algorithms, I think those might be more fitting as extensions defined in a separate package, as discussed in #67.

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ericemc3 avatar ericemc3 commented on May 14, 2024

Great, thanks!

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ericemc3 avatar ericemc3 commented on May 14, 2024

A simple implementation for an op.cut could just be:
consider for instance breaks = [t1, t2, t3]
recode x with:
x ∈ [min, t1[ => 0
x ∈ [t1, t2[ => 1
x ∈ [t2, t3[ => 2
x ∈ [t3, max] => 3

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