Stiefel manifold is a set of orthonormal frames in Euclidean space. We provide algorithms for statistical inference, optimization, and learning over the Stiefel manifold.
You can install the released version of RiemStiefel from CRAN with:
install.packages("RiemStiefel")
And the development version from GitHub with:
# install.packages("devtools")
devtools::install_github("kyoustat/RiemStiefel")
| function | description |
|-------------|-----------------------------------------------------|
| st.mean
| Frechet mean computation. |
| st.runif
| random sample generation from uniform distribution. |
| st.utestR
| test of uniformity. |
| stopt.SA
| Simulated Annealing algorithm for optimization. |
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