'Compressive' Hierarchical Kernel Clustering Toolbox

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Documentation for package ‘chickn’ version 1.2.3

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chickn chickn-package
CHICKN_W1 Chromatogram Hierarchical Compressive K-means with Nystrom approximation
COMPR Compressive Orthogonal Matching Pursuit with Replacement
cumsum_parallel Cumulative sum computation
DrawFreq Draw frequency vectors
EstimSigma Data variance estimation
E_parallel Euclidean distance
gamma_estimation Kernel parameter estimation
GenerateFrequencies Frequency vector construction
hcc_parallel hcc_parallel
Nystrom_kernel Nystrom kernel approximation
Preimage Preimage
Sketch Sketch
UPS2 UPS2 dataset
W1_parallel Wasserstein-1 distance