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Nonlinear machine learning tool for classification, clustering and dimensionality reduction. It integrates 12 q-kernel functions and 15 conditional negative definite kernel functions and includes the q-kernel and conditional negative definite kernel version of density-based spatial clustering of applications with noise, spectral clustering, generalized discriminant analysis, principal component analysis, multidimensional scaling, locally linear embedding, sammon's mapping and t-Distributed stochastic neighbor embedding.
Version: | 1.19 |
Depends: | R (≥ 3.0.1) |
Imports: | stats, class, graphics, methods |
Published: | 2019-04-13 |
DOI: | 10.32614/CRAN.package.qkerntool |
Author: | Yusen Zhang |
Maintainer: | Yusen Zhang <yusenzhang at 126.com> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | qkerntool results |
Reference manual: | qkerntool.pdf |
Package source: | qkerntool_1.19.tar.gz |
Windows binaries: | r-devel: qkerntool_1.19.zip, r-release: qkerntool_1.19.zip, r-oldrel: qkerntool_1.19.zip |
macOS binaries: | r-release (arm64): qkerntool_1.19.tgz, r-oldrel (arm64): qkerntool_1.19.tgz, r-release (x86_64): qkerntool_1.19.tgz, r-oldrel (x86_64): qkerntool_1.19.tgz |
Old sources: | qkerntool archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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