risilab / SphericalNet

Implementation of Clebsch-Gordan Networks (CGnet: https://arxiv.org/pdf/1806.09231.pdf) by GElib & cnine libraries in PyTorch

Implementation of Spherical Convolutional Neural Networks by GElib

GElib & cnine installation

https://github.com/risi-kondor/GElib

https://github.com/risi-kondor/cnine

Models

PyTorch models are saved into models directory.

Tests

Covariance and gradient tests for GElib and PyTorch models are stored into tests directory.

Experiments

Experiments with training programs and training scripts are kept into experiments directory.