Algorithms for Gaussian Processes

List of algorithms:

• Collaborative multi-output Gaussian Process
• Sparse Gaussian Process Regression
• Gaussian Process Regression
• Hierachical Gaussian Process Regression
• Multi Task Gaussian Process Regression
• GPR: Learning cov hyper parameters with variational lower bound on marginal likelihood
• Gaussian Process Classification
• Multi Task Gaussian Process Classification
• Hierachical Gaussian Process Classification

This project uses Bayes-scala library for Bayesian inference.

How to use it from sbt and maven?

Only snapshot version for Scala 2.11.

Snapshot version

Snapshot artifact is built by a Travis CI and deployed to Sonatype OSS Snapshots repository with every commit to Bayes-scala-gp project.

With sbt build tool, add to build.sbt config file:

libraryDependencies += "com.github.danielkorzekwa" %% "bayes-scala-gp" % "0.1-SNAPSHOT"  

resolvers += Resolver.sonatypeRepo("snapshots")

With maven build tool, add to pom.xml config file:

  <repositories>
    <repository>
      <id>oss-sonatype-snapshots</id>
      <name>oss-sonatype-snapshots</name>
      <url>https://oss.sonatype.org/content/repositories/snapshots/</url>
    </repository>
  </repositories>
  
  <dependencies>
    <dependency>
      <groupId>com.github.danielkorzekwa</groupId>
      <artifactId>bayes-scala-gp_2.11</artifactId>
      <version>0.1-SNAPSHOT</version>
    </dependency>
  <dependencies>