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GitHub topics: equivariant-network

qmatyanlab/TSENN

Implementation of Accurate Prediction of Tensorial Properties via an Equivariant Neural Network (TSENN)

Language: Jupyter Notebook - Size: 153 MB - Last synced at: about 22 hours ago - Pushed at: about 24 hours ago - Stars: 2 - Forks: 1

ainimesh/EQAGNN-PPIS

This is the code repository for the paper E(Q)AGNN-PPIS.

Language: Python - Size: 2.18 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Danfoa/symmetric_learning

Torch modules for equivariant/invariant learning using ESCNN

Language: Python - Size: 280 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 5 - Forks: 0

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.

Size: 1.93 MB - Last synced at: 6 days ago - Pushed at: 10 months ago - Stars: 96 - Forks: 6

luke-a-thompson/ATOM

ATOM: A Pretrained Neural Operator for Multitask Dynamics Learning

Language: Python - Size: 5.69 MB - Last synced at: 9 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

Graph-COM/ED-HNN

[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

Language: Python - Size: 390 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 47 - Forks: 8

borongzhang/back_projection_diffusion

Code for the main models described in “Back-Projection Diffusion: Solving the Wideband Inverse Scattering Problem with Diffusion Models”.

Language: Jupyter Notebook - Size: 164 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 0

lsj2408/Gaunt-Tensor-Product

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

Language: Python - Size: 16.3 MB - Last synced at: 17 days ago - Pushed at: 10 months ago - Stars: 64 - Forks: 4

QUVA-Lab/e2cnn

E(2)-Equivariant CNNs Library for Pytorch

Language: Python - Size: 30.8 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 646 - Forks: 79

oliverweissl/NeuralDecoderToric3D

Neural decoders for quantum error correction on the 3D Toric code. Includes implementation of TheEND decoder for 2D toric code corrections.

Language: Python - Size: 13.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 1

wk989898/ARES-implement

ARES implement in PyTorch

Language: Python - Size: 1.42 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 2

mzjb/DeepH-pack

Deep neural networks for density functional theory Hamiltonian.

Language: Python - Size: 622 KB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 277 - Forks: 54

octavian-ganea/equidock_public

EquiDock: geometric deep learning for fast rigid 3D protein-protein docking

Language: Roff - Size: 112 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 239 - Forks: 59

ccr-cheng/InfGCN-pytorch

Official implementation of the NeurIPS 23 spotlight paper of ♾️InfGCN♾️.

Language: Jupyter Notebook - Size: 587 KB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 5

yonatansverdlov/SchurNet

Irreducible Representations of Deep Sets, Deep Weight Spaces and Graphs

Language: Python - Size: 414 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

HySonLab/Protein_Redesign

ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models

Language: Python - Size: 1.13 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 39 - Forks: 5

jiaor17/3D-EMGP

[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"

Language: Python - Size: 47.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 32 - Forks: 7

chrischen1/EnQA Fork of BioinfoMachineLearning/EnQA

A 3D-equivariant neural network for protein structure accuracy estimation

Language: Shell - Size: 906 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

mirceamironenco/rgenn

Official implementation of Lie Group Decompositions for Equivariant Neural Networks (ICLR 2024)

Language: Python - Size: 57.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

twmitchel/MobiusConv

Official PyTorch implementation of Möbius Convolutions for Spherical CNNs [SIGGRAPH 2022].

Language: Python - Size: 604 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 1

mzjb/xDeepH

Extended DeepH (xDeepH) method for magnetic materials.

Language: Python - Size: 116 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 3

luka-group/Lattice

[NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.

Language: Python - Size: 118 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 10

yellowshippo/penn-neurips2022

PENN code for NeurIPS 2022

Language: Python - Size: 36.7 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 1

sung-won-kim/TEG

The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.

Language: Python - Size: 69.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 0

hanjq17/EGHN

[NeurIPS 2022] The implementation for the paper "Equivariant Graph Hierarchy-Based Neural Networks".

Language: Python - Size: 8.31 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 2

ynulonger/RSESF

RSESF

Language: Python - Size: 149 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

prclibo/filtra

FILTRA: Rethinking Steerable CNN by Filter Transform, ICML2021

Language: Python - Size: 262 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

lamoureux-lab/Dock2D

Dock2D: Synthetic datasets for the molecular recognition problem

Language: Python - Size: 40.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 2

neel-dey/tf2-GrouPy Fork of tscohen/GrouPy

Tensorflow 2 port of Group Equivariant Convolutional Neural Networks

Language: Python - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

neel-dey/tf2-keras-gcnn Fork of basveeling/keras-gcnn

Tensorflow 2 / tf.keras port of keras-gcnn.

Language: Python - Size: 484 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

20171130/Equivariant-NN-Zoo

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

Language: Python - Size: 204 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 4

ElisR/SE3Flux

Implementing SE(3)-equivariant neural networks with Flux.jl

Language: Julia - Size: 128 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

neel-dey/equivariant-gans

[ICLR 2021] Group Equivariant Generative Adversarial Networks.

Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1

tueboesen/Hive

A project that seeks to code ud the boardgame hive and train a neural network to play it

Language: Python - Size: 353 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

wx-b/vnn-neural-implicits Fork of FlyingGiraffe/vnn-neural-implicits

Neural implicit reconstruction experiments for the Vector Neuron paper

Size: 2.22 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

amorehead/Equivariant-GNNs

An environment for running experiments with equivariant GNN architectures

Language: Python - Size: 271 KB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Related Keywords
equivariant-network 36 equivariance 8 deep-learning 8 pytorch 6 graph-neural-networks 6 geometric-deep-learning 4 equivariant-representations 3 group-convolution 3 diffusion-models 3 ab-initio-simulations 2 deeph 2 graphneuralnetwork 2 density-functional-theory 2 dft 2 first-principles-calculations 2 neural-operator 2 neural-network 2 hamiltonian 2 julia 2 physics 2 machine-learning 2 protein-structure 2 graph-neural-network 2 graph 2 proteins 2 group-equivariance 2 ai4science 2 siggraph 1 omnidirectional-vision 1 omnidirectional-images 1 mobius-transformation 1 convolutional-neural-networks 1 cnn 1 ligand-binding 1 protein 1 protein-design 1 protein-representation-learning 1 pre-trained-model 1 score-matching 1 self-supervised-learning 1 neural-networks 1 360-photo 1 lie-groups 1 qatools 1 generative-adversarial-network 1 gan 1 tensor-field-networks 1 score-based-generative-models 1 molecular-modeling 1 cnn-pytorch 1 steerable-filters 1 rotation-equivariance 1 scale 1 board-game 1 rotation 1 hierarchical-models 1 node-classification 1 few-shot 1 physical-simulation 1 pde-solver 1 transformer 1 table-to-text 1 attention-mechanism 1 surfaces 1 spherical-panoramas 1 spherical-geometry 1 spherical-cnn 1 siggraph2022 1 hive 1 geometric-learning 1 so3 1 wasserstein-distance 1 graph-diffusion 1 tranformer 1 molecular-dynamics 1 supervised-learning 1 semisupervised-learning 1 iclr2024 1 iclr 1 graph-transformer 1 graph-algorithms 1 grap-clustering 1 gnn 1 deep-neural-networks 1 awesome-lists 1 awesome-list 1 awesome 1 artificial-intelligence 1 symmetry 1 equivariant-neural-networks 1 graphs 1 bindingsite-prediction 1 tensorial-properties 1 response-functions 1 material-informatics 1 siamese-network 1 gnns 1 deep-weight-space 1 graphon 1 electron-density 1