Skip to content
master
Switch branches/tags
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
doc
 
 
 
 
src
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Bayesian Networks in Scala

Join the chat at https://gitter.im/danielkorzekwa/bayes-scala Build Status Codacy Badge

It is a Scala library for Bayesian Networks and Probabilistic Graphical Models. It allows for defining Baysian models and performing Bayesian inference in a number of ways:

  • DSL - This is a high level api for defining Bayesian Networks.
  • Factor graph - It supports discrete and continuous variables. Inference is performed with Expectation Propagation.
  • Factor graph 2 - Different (newer) implemenation of factor graph.
  • Cluster graph - Supports discrete variables only.

The bayes-scala-gp library for Gaussian Processes is built on top of bayes-scala.

Links

How to use it from sbt and maven?

Release version

SBT configuration:

libraryDependencies += "com.github.danielkorzekwa" %% "bayes-scala" % "0.6"  

Maven configuration:

  <dependencies>
    <dependency>
      <groupId>com.github.danielkorzekwa</groupId>
      <artifactId>bayes-scala_2.11</artifactId>
      <version>0.5</version>
    </dependency>
  <dependencies>

Snapshot version

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

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

libraryDependencies += "com.github.danielkorzekwa" %% "bayes-scala" % "0.7-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_2.11</artifactId>
      <version>0.7-SNAPSHOT</version>
    </dependency>
  <dependencies>

About

Bayesian Networks in Scala

Resources

License

Packages

No packages published

Contributors 4

  •  
  •  
  •  
  •  

Languages