Release version 4.5.0 #3798
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Release version 4.5.0 #3798
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conradsnicta
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Sep 17, 2024
zoq
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Sep 17, 2024
shrit
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Sep 17, 2024
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This automatically-generated pull request adds the commits necessary to make the 4.5.0 release.
Once the PR is merged, mlpack-bot will tag the release as HEAD~1 (so that it doesn't include the new HISTORY block) and publish it.
When you merge this PR, be sure to merge it using a rebase.
Changelog
Distribute STB headers as part of R package ([R] Switch
sprintftosnprintf#3724, Distribute patched STB with R package #3726).Added OpenMP parallelization to Hamerly, Naive, and Elkan k-means (Improve Hamerly K-Means with OpenMP Implementation #3761, Optimize Naive K-means with OpenMP #3762, Optimize Elkan K-means with OpenMP #3764).
Added OpenMP support for fast approximation (Implementation - Padé Approximant in Log Softmax Layer #3685).
Implemented the Find and Fill algorithm into the Dropout Layer and added OpenMP support (Implementation - Find and Fill Method for Dropout Layer #3684).
Update Python bindings to support NumPy 2.x (Handle different behavior of .array() in NumPy 2.0.0 #3752).
Bump minimum Armadillo version to 10.8 (Bump minimum Armadillo version to 10.8 #3760).
Adapt
NearestInterpolationANN layer to new Layer Inteface (updated some errors from previous pr on adapting nearest interpolation #3768).Add support for arbitrary matrix types to
Radicaland deprecateRadical::DoRadical()in favor ofRadical::Apply()(DocumentRadical#3787).