geometric-deep-learning topic

Official source code for "Roto-translated Local Coordinate Frames For Interacting Dynamical Systems". In NeurIPS 2021.

mkofinas

[ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products"

lsj2408

A library for building equivariant neural networks and a zoo of implementations & examples.

20171130

Scattering GCN: overcoming oversmoothness in graph convolutional networks

dms-net

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, s...

agosztolai

Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning

HySonLab

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and b...

andreasMazur

EvoGraphNet for graph time-series forecasting from a single timepoint.

basiralab

Graph SuperResolution Network using geometric deep learning.

basiralab

A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24

bwittmann