Description
Functions and C++ Header Files for Computation on Manifolds.
Description
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) <doi:10.1017/CBO9781139094764> if you are interested in statistics on manifolds, and Absil et al (2007, ISBN:9780691132983) on computational aspects of optimization on matrix manifolds.
README.md
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")