equivariant-network

There are 2 repositories under equivariant-network topic.

QUVA-Lab / e2cnn
E(2)-Equivariant CNNs Library for Pytorch
cnns equivariance equivariant-network group-convolution pytorch
Language:Python 584
octavian-ganea / equidock_public
EquiDock: geometric deep learning for fast rigid 3D protein-protein docking
geometry proteins protein-protein-interaction docking graphneuralnetwork deeplearning equivariant-network equivariance equivariant-representations drugdiscovery drug-discovery
Language:Roff 223
DeepH-pack
mzjb / DeepH-pack
Deep neural networks for density functional theory Hamiltonian.
deeph hamiltonian dft julia pytorch equivariant-network density-functional-theory first-principles-calculations physics ab-initio-simulations
Language:Python 183
lsj2408 / Gaunt-Tensor-Product
[ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products"
equivariant-network euclidean-group fft geometric-deep-learning tensor-product
52
luka-group / Lattice
[NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.
attention-mechanism equivariance equivariant-network equivariant-representations table-to-text transformer
Language:Python 50
Awesome-Graph-Research-ICLR2024
azminewasi / Awesome-Graph-Research-ICLR2024
It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.
awesome awesome-list awesome-lists gnn grap-clustering graph graph-algorithms graph-neural-network graph-neural-networks iclr iclr2024 artificial-intelligence deep-learning deep-neural-networks equivariant-network graph-transformer machine-learning semisupervised-learning supervised-learning
39
Graph-COM / ED-HNN
[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li
equivariant-network graph-diffusion graph-neural-networks hypergraph-learning
Language:Python 31
jiaor17 / 3D-EMGP
[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"
ai4science equivariant-network graph-neural-networks pre-trained-model score-matching self-supervised-learning
Language:Python 30
yellowshippo / penn-neurips2022
PENN code for NeurIPS 2022
deep-learning equivariant-network graph-neural-network machine-learning pde-solver physical-simulation
Language:Python 30
mzjb / xDeepH
Extended DeepH (xDeepH) method for magnetic materials.
deeph hamiltonian dft pytorch equivariant-network density-functional-theory first-principles-calculations physics ab-initio-simulations
Language:Python 28
20171130 / Equivariant-NN-Zoo
A library for building equivariant neural networks and a zoo of implementations & examples.
diffusion-models equivariant-network geometric-deep-learning molecular-modeling protein-structure pytorch score-based-generative-models
Language:Python 26
MobiusConv
twmitchel / MobiusConv
Official PyTorch implementation of Möbius Convolutions for Spherical CNNs [SIGGRAPH 2022].
cnn convolutional-neural-networks equivariance spherical-cnn surfaces 360-photo equivariant-network equivariant-representations mobius-transformation omnidirectional-images omnidirectional-vision pytorch siggraph siggraph2022 spherical-geometry spherical-panoramas
Language:Python 24
hanjq17 / EGHN
[NeurIPS 2022] The implementation for the paper "Equivariant Graph Hierarchy-Based Neural Networks".
ai4science equivariant-network graph-neural-networks hierarchical-models
Language:Python 20
HySonLab / Protein_Redesign
Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models
diffusion-models equivariant-network ligand-binding protein protein-design protein-representation-learning
Language:Python 20
sung-won-kim / TEG
The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.
deep-learning equivariant-network few-shot graph-neural-networks node-classification
Language:Python 20
neel-dey / equivariant-gans
[ICLR 2021] Group Equivariant Generative Adversarial Networks.
generative-adversarial-network equivariant-network equivariance gan
Language:Python 12
wk989898 / ARES-implement
ARES implement in PyTorch
pytorch-implementation rna deep-learning equivariant-network rna-puzzle ares
Language:Python 11
ccr-cheng / InfGCN-pytorch
Official implementation of the NeurIPS 23 spotlight paper of ♾️InfGCN♾️.
electron-density equivariance equivariant-network graphon neural-operator
Language:Jupyter Notebook 8
neel-dey / tf2-GrouPy
Tensorflow 2 port of Group Equivariant Convolutional Neural Networks
equivariance deep-learning group-convolution group-equivariance equivariant-network
Language:Python 8
neel-dey / tf2-keras-gcnn
Tensorflow 2 / tf.keras port of keras-gcnn.
equivariance group-convolution deep-learning group-equivariance equivariant-network
Language:Python 8
prclibo / filtra
FILTRA: Rethinking Steerable CNN by Filter Transform, ICML2021
equivariant-network steerable-filters rotation-equivariance
Language:Python 8
ynulonger / RSESF
RSESF
equivariant-network rotation scale
Language:Python 5
amorehead / Equivariant-GNNs
An environment for running experiments with equivariant GNN architectures
neural-networks equivariant-network
Language:Python 2
chrischen1 / EnQA
A 3D-equivariant neural network for protein structure accuracy estimation
qatools protein-structure graph-neural-networks equivariant-network
Language:Shell 1
lamoureux-lab / Dock2D
Dock2D: Synthetic datasets for the molecular recognition problem
cnn-pytorch pytorch equivariant-network
Language:Python 0
tueboesen / Hive
A project that seeks to code ud the boardgame hive and train a neural network to play it
board-game equivariant-network hive neural-network
Language:Python 0
ElisR / SE3Flux
Implementing SE(3)-equivariant neural networks with Flux.jl
equivariant-network julia tensor-field-networks
Language:Julia
wx-b / vnn-neural-implicits
Neural implicit reconstruction experiments for the Vector Neuron paper
equivariant-network so3 geometric-learning
Language:Python