Examples

Here you can find numerous example notebooks providing tutorials into GeometricKernels.

Each of the Spaces notebooks explains the basic functionality of the library in relation to a specific space.

If you are interested in using GeometricKernels with a backend other than NumPy, checkout the Backends notebooks.

If you want to use GeometricKernels with one of the popular Gaussian process libraries, checkout the Frontends notebooks.

• Spaces
  • Graph
  • GraphEdges
  • Hyperbolic
  • HypercubeGraph
  • Hypersphere
  • Mesh
  • SPD
  • SpecialOrthogonal
  • SpecialUnitary
  • Torus
• Backends
  • JAX (Graph space)
  • PyTorch (Graph space)
  • TensorFlow (Graph space)
• Frontends
  • GPFlow (Mesh space)
  • GPJax (Mesh space)
  • GPyTorch (Mesh space)
• Other
  • Bayesian optimization on a sphere
  • Comparing approximations on Hyperbolic
  • Comparing approximations on SPD