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
---------------

.. toctree::
   :maxdepth: 1
   :caption: Basic Tutorials

   how_to/00_load_mesh_from_file
   how_to/01_mesh_laplacian
   how_to/02_mesh_laplacian_spectrum
   how_to/03_descriptors
   how_to/04_descriptor_pipeline

Functional Maps
---------------

.. toctree::
   :maxdepth: 1
   :caption: Functional Maps Tutorials

   how_to/07_functional_map
   how_to/08_functional_map_forward
   how_to/09_functional_from_pointwise
   how_to/10_pointwise_from_functional
   how_to/15_refine_functional_map

Advanced Techniques
-------------------

.. toctree::
   :maxdepth: 1
   :caption: Advanced Topics

   how_to/05_descriptors_with_feat_extractors
   how_to/06_landmarks
   how_to/11_hierarchical_mesh
   how_to/12_nested_hierarchical_mesh
   how_to/13_rematching
   how_to/sampler

Deep Learning
-------------

.. toctree::
   :maxdepth: 1
   :caption: Deep Learning Tutorials

   how_to/14_deep_functional_maps_models
   how_to/18_neural_adjoint_maps

Visualization
-------------  

.. toctree::
   :maxdepth: 1
   :caption: Visualization Tutorials

   how_to/16_vis_basic
   how_to/17_vis_dist

Full Demos
----------