BioConductor
GRENITS 1.32.0
Gene Regulatory Network Inference Using Time Series
Released Mar 15, 2012 by Edward Morrissey
Dependencies
RcppArmadillo 0.8.500.0 ggplot2 2.2.1 Rcpp reshape2 1.4.3
The package offers four network inference statistical models using Dynamic Bayesian Networks and Gibbs Variable Selection: a linear interaction model, two linear interaction models with added experimental noise (Gaussian and Student distributed) for the case where replicates are available and a non-linear interaction model.
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.bioconductor</groupId> <artifactId>GRENITS</artifactId> <version>1.32.0-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.bioconductor:GRENITS')
Test Results
This package was last tested against Renjin 0.9.2644 on Jun 2, 2018.
- analyse.output-examples
- defaultParams_gauss-examples
- defaultParams_linear-examples
- defaultParams_nonLinear-examples
- defaultParams_student-examples
- function_LinearNet-examples
- function_NonLinearNet-examples
- function_ReplicatesNet_gauss-examples
- function_ReplicatesNet_student-examples
- plotPriors-examples
- readChains-examples