Functions and C++ Header Files for Computation on Manifolds

We provide a number of algorithms to estimate fundamental statistics including Fréchet mean and geometric median for manifold-valued data. Also, C++ header files are contained that implement elementary operations on manifolds such as Sphere, Grassmann, and others. See Bhattacharya and Bhattacharya (2012) if you are interested in statistics on manifolds, and Absil et al (2007, ISBN:9780691132983) on computational aspects of optimization on matrix manifolds.

RiemBase : Functions and C++ Header Files for Computation on Manifolds

Installation

You can install the released version of RiemBase from CRAN with:

install.packages("RiemBase")

or the development version from github:

# Run
# > install.packages("devtools")
# if not installed.
library(devtools)
devtools::install_github("kisungyou/RiemBase")