rMVPA
is an R library for multivariate pattern analysis of neuroimaging data. The goal of this library is to make MVPA analyses easy. It can be used both programmatically from within R or using a command line interface. 'rMVPA' leverages the 'caret' library for the underlying machine learning interface. What rMVPA
provides is the infrastructure for conducting machine learning analyses on neuroimaging data.
Documentation and vignettes: https://bbuchsbaum.github.io/rMVPA/
To install rMVPA
from within R, use the devtools
function install_github
. You will need the development version of neuroim
as well.
From within R:
library(devtools)
install_github("bbuchsbaum/neuroim")
install_github("bbuchsbaum/rMVPA")
git clone [email protected]:bbuchsbaum/rMVPA.git
R CMD install rMVPA