Tutorials

Practical methods

Data on Manifolds

From vector spaces to manifolds

Learning on Tangent Data

Fréchet Mean and Tangent PCA

K-Means clustering on a Riemannian Manifold

Information geometry

Implement your own Riemannian Geometry

Shape analysis of curves with the Square Root Velocity metric

Align all and Compute for Graphs

Real world applications

Shape Analysis of Cancer Cells

Hand gesture classification with EMG data using Riemannian metrics

Hyperbolic Embedding of Graphs and Clustering

Classifying hands poses with Kendall shape spaces

Computing with shapes of landmarks in Kendall shape spaces

Computing with triangular shapes in Kendall framework

Optimization of Sao Paulo traffic