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knor (version 0.0-7)

Non-Uniform Memory Access ('NUMA') Optimized, Parallel K-Means

Description

The k-means 'NUMA' Optimized Routine library or 'knor' is a highly optimized and fast library for computing k-means in parallel with accelerations for Non-Uniform Memory Access ('NUMA') architectures. Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal Burns (2017) .

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Install

install.packages('knor')

Monthly Downloads

84

Version

0.0-7

License

Apache License 2.0

Issues

2

Pull Requests

0

Stars

7

Forks

3

Maintainer

Disa Mhembere

Last Published

January 16th, 2020

Functions in knor (0.0-7)

test_data

A small dataset of dim: (50,5) used as for micro-benchmarks of the knor package. The data are randomly generated hence a clear number of clusters will be hard to find.
test_centroids

A small example of centroids of dim: (8,5) used as for micro-benchmarks of the knor package. The data are randomly generated.
Kmeans

Perform k-means clustering on a data matrix.