CRAN
qkerntool 1.19
Q-Kernel-Based and Conditionally Negative Definite Kernel-Based Machine Learning Tools
Released Apr 13, 2019 by Yusen Zhang
Dependencies
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.
Installation
Maven
This package can be included as a dependency from a Java or Scala project by including
the following your project's pom.xml file.
Read more
about embedding Renjin in JVM-based projects.
<dependencies>
<dependency>
<groupId>org.renjin.cran</groupId>
<artifactId>qkerntool</artifactId>
<version>1.19-b1</version>
</dependency>
</dependencies>
<repositories>
<repository>
<id>bedatadriven</id>
<name>bedatadriven public repo</name>
<url>https://nexus.bedatadriven.com/content/groups/public/</url>
</repository>
</repositories>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.cran:qkerntool')
Test Results
This package was last tested against Renjin 0.9.2725 on May 4, 2019.
- Eucdist-examples
- as.cndkernmatrix-examples
- as.qkernmatrix-examples
- cndkernels-class-examples
- cndkernels-examples
- cndkernmatrix-examples
- mfeat_pix-examples
- qkIsomap-class-examples
- qkIsomap-examples
- qkLLE-class-examples
- qkLLE-examples
- qkMDS-class-examples
- qkMDS-examples
- qkdbscan-class-examples
- qkdbscan-examples
- qkernels-class-examples
- qkernels-examples
- qkernmatrix-examples
- qkgda-class-examples
- qkgda-examples
- qkpca-class-examples
- qkpca-examples
- qkspecc-class-examples
- qkspecc-examples
- qkspeclust-examples
- qsammon-class-examples
- qsammon-examples