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
