spd.geometry: Supported Geometries on SPD Manifold

In Riemann: Learning with Data on Riemannian Manifolds

Supported Geometries on SPD Manifold

Description

SPD manifold is a well-studied space in that there have been many geometries proposed on the space. For special functions on under SPD category, this function finds whether there exists a matching name that is currently supported in Riemann. If there is none, it will return an error message.

Usage

spd.geometry(geometry)

Arguments

geometry

name of supported geometries, including AIRM Affine-Invariant Riemannian Metric. LERM Log-Euclidean Riemannian Metric. Jeffrey Jeffrey's divergence. Stein Stein's metric. Wasserstein 2-Wasserstein geometry.

Value

a matching name in lower-case.

Examples

# it just returns a small-letter string.
mygeom = spd.geometry("stein")

Riemann documentation built on March 18, 2022, 7:55 p.m.