/Equivariant-CNNs-Tutorial

This is a tutorial for Group Equivariant Convolution and Steerable CNNs

Primary LanguageJupyter Notebook

Tutorial Notebooks for (Relaxed) Equivariant CNNs

  • Tutorial_Symmetry.ipynb: This notebook serves as a comprehensive guide, providing instructions on group convolution and steerable CNNs.
  • Tutorial_Group_Convolution.ipynb: This notebook focuses specifically on group convolution and relaxed group convolution networks.
  • group_conv.py: Contains helper functions for generating regular representation matrices for a given finite group.