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  • Installation
  • Usage
  • Concepts
  • Tutorials
  • Contributing
    • API Reference
  • GitHub
  • Discord
  • Installation
  • Usage
  • Concepts
  • Tutorials
  • Contributing
  • API Reference
  • GitHub
  • Discord

Section Navigation

  • Getting Started with GeomFuM
  • Notebook Tutorials
    • How to load a mesh from a file?
    • How to compute the mesh Laplacian?
    • How to compute the mesh Laplacian spectrum?
    • How to compute descriptors?
    • How to create a descriptor pipeline?
    • How to compute a functional map?
    • How to efficiently compute a functional map with a forward pass?
    • How to compute a functional map from a pointwise map?
    • How to compute a pointwise map from a functional map?
    • How to refine a functional map?
    • How to compute descriptors from Features extractors?
    • How to set landmarks?
    • How to create a hierarchical mesh and what can be done with it?
    • How to create a nested hierarchical mesh?
    • How to use ReMatching to compute a functional map?
    • How to sample from a mesh?
    • How to use a Functional Map Model
    • How to compute a Neural Adjoint Map
    • How to plot a mesh?
    • How to visualize distance to a point in a mesh?
  • Tutorials
  • Notebook Tutorials

Notebook Tutorials#

This section contains all the Jupyter notebook tutorials for GeomFuM. These notebooks provide hands-on examples and step-by-step guides for using the library.

Getting Started#

Basic Tutorials

  • How to load a mesh from a file?
  • How to compute the mesh Laplacian?
  • How to compute the mesh Laplacian spectrum?
  • How to compute descriptors?
  • How to create a descriptor pipeline?

Functional Maps#

Functional Maps Tutorials

  • How to compute a functional map?
  • How to efficiently compute a functional map with a forward pass?
  • How to compute a functional map from a pointwise map?
  • How to compute a pointwise map from a functional map?
  • How to refine a functional map?

Advanced Techniques#

Advanced Topics

  • How to compute descriptors from Features extractors?
  • PointNet
  • Descriptors as input
  • Pipeline
  • Saving and loading
  • How to set landmarks?
  • How to create a hierarchical mesh and what can be done with it?
  • How to create a nested hierarchical mesh?
  • How to use ReMatching to compute a functional map?
  • How to sample from a mesh?

Deep Learning#

Deep Learning Tutorials

  • How to use a Functional Map Model
  • How to compute a Neural Adjoint Map

Visualization#

Visualization Tutorials

  • How to plot a mesh?
  • How to visualize distance to a point in a mesh?

Full Demos#

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Getting Started with GeomFuM

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How to load a mesh from a file?

On this page
  • Getting Started
  • Functional Maps
  • Advanced Techniques
  • Deep Learning
  • Visualization
  • Full Demos

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