Learning with Data on Riemannian Manifolds

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Documentation for package ‘Riemann’ version 0.1.0

• DESCRIPTION file.

Help Pages

grassmann.runif	Generate Uniform Samples on Grassmann Manifold
grassmann.utest	Test of Uniformity on Grassmann Manifold
riem.clrq	Competitive Learning Riemannian Quantization
riem.fanova	Fr<c3><a9>chet Analysis of Variance
riem.fanovaP	Fr<c3><a9>chet Analysis of Variance
riem.hclust	Hierarchical Agglomerative Clustering
riem.interp	Geodesic Interpolation
riem.interps	Geodesic Interpolation of Multiple Points
riem.kmeans	K-Means Clustering
riem.kmeanspp	K-Means++ Clustering
riem.kmedoids	K-Medoids Clustering
riem.knn	Find K-Nearest Neighbors
riem.mds	Multidimensional Scaling
riem.mean	Fr<c3><a9>chet Mean and Variation
riem.median	Fr<c3><a9>chet Median and Variation
riem.nmshift	Nonlinear Mean Shift
riem.pdist	Compute Pairwise Distances for Data
riem.pdist2	Compute Pairwise Distances for Two Sets of Data
riem.pga	Principal Geodesic Analysis
riem.rmml	Riemannian Manifold Metric Learning
riem.seb	Find the Smallest Enclosing Ball
riem.tsne	t-distributed Stochastic Neighbor Embedding
sphere.runif	Generate Uniform Samples on Sphere
sphere.utest	Test of Uniformity on Sphere
stiefel.runif	Generate Uniform Samples on Stiefel Manifold
stiefel.utest	Test of Uniformity on Stiefel Manifold
wrap.correlation	Prepare Data on Correlation Manifold
wrap.euclidean	Prepare Data on Euclidean Space
wrap.grassmann	Prepare Data on Grassmann Manifold
wrap.multinomial	Prepare Data on Multinomial Manifold
wrap.rotation	Prepare Data on Rotation Group
wrap.spd	Prepare Data on Symmetric Positive-Definite (SPD) Manifold
wrap.spdk	Prepare Data on SPD Manifold of Fixed-Rank
wrap.sphere	Prepare Data on Sphere
wrap.stiefel	Prepare Data on (Compact) Stiefel Manifold