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  • Getting Started
  • Explanation
  • Tutorials
  • Contributing Guide
  • API Reference
    • Roadmap
    • Governance
    • Google Season of Docs
    • Hackathons
  • Getting Started
  • Explanation
  • Tutorials
  • Contributing Guide
  • API Reference
  • Roadmap
  • Governance
  • Google Season of Docs
  • Hackathons

Section Navigation

  • 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
  • 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
  • Graph Space
  • Tutorials

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
Graph Space

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Data on Manifolds

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