CRAN
gptk 1.08
Gaussian Processes Tool-Kit
Released Mar 7, 2014 by Alfredo Kalaitzis
This package is available for Renjin and there are no known compatibility issues.
Dependencies
The gptk package implements a general-purpose toolkit for Gaussian process regression with a variety of covariance functions (e.g. RBF, Mattern, polynomial, etc). Based on a MATLAB implementation by Neil D. Lawrence. See inst/doc/index.html for more details.
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>gptk</artifactId> <version>1.08-b62</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:gptk')
Test Results
This package was last tested against Renjin 0.9.2687 on Aug 25, 2018.
- SCGoptim-examples
- cmpndKernParamInit-examples
- cmpndNoiseParamInit-examples
- expTransform-examples
- gaussSamp-examples
- gaussianNoiseOut-examples
- gaussianNoiseParamInit-examples
- gpBlockIndices-examples
- gpComputeAlpha-examples
- gpComputeM-examples
- gpCovGrads-examples
- gpCovGradsTest-examples
- gpCreate-examples
- gpDataIndices-examples
- gpExpandParam-examples
- gpExtractParam-examples
- gpGradient-examples
- gpLogLikeGradients-examples
- gpLogLikelihood-examples
- gpMeanFunctionGradient-examples
- gpObjective-examples
- gpOptimise-examples
- gpOptions-examples
- gpOut-examples
- gpPosteriorMeanVar-examples
- gpScaleBiasGradient-examples
- gpTest-examples
- gpUpdateAD-examples
- gpUpdateKernels-examples
- kernCompute-examples
- kernCreate-examples
- kernDiagGradient-examples
- kernGradient-examples
- kernParamInit-examples
- kernTest-examples
- modelOut-examples
- modelOutputGrad-examples
- multiKernParamInit-examples
- noiseCreate-examples
- noiseOut-examples
- noiseParamInit-examples
- optimiDefaultConstraint-examples
- rbfKernDiagGradX-examples
- rbfKernGradX-examples
- rbfKernParamInit-examples
- whiteKernDiagGradX-examples
- whiteKernGradX-examples
- whiteKernParamInit-examples
- zeroAxes-examples