Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: equivariant-network

mzjb/DeepH-pack

Deep neural networks for density functional theory Hamiltonian.

Language: Python - Size: 679 KB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 185 - Forks: 42

HySonLab/Protein_Redesign

Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models

Language: Python - Size: 831 KB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 21 - Forks: 1

QUVA-Lab/e2cnn

E(2)-Equivariant CNNs Library for Pytorch

Language: Python - Size: 30.8 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 582 - Forks: 74

ccr-cheng/InfGCN-pytorch

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

Language: Jupyter Notebook - Size: 587 KB - Last synced: 21 days ago - Pushed: 6 months ago - Stars: 8 - Forks: 2

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: about 2 months ago - Pushed: about 2 months ago - Stars: 31 - Forks: 1

luka-group/Lattice

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

Language: Python - Size: 118 KB - Last synced: 6 days ago - Pushed: about 2 months ago - Stars: 50 - Forks: 10

jiaor17/3D-EMGP

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

Language: Python - Size: 38 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 29 - Forks: 6

octavian-ganea/equidock_public

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

Language: Roff - Size: 112 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 211 - Forks: 56

lsj2408/Gaunt-Tensor-Product

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

Size: 2.21 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

yellowshippo/penn-neurips2022

PENN code for NeurIPS 2022

Language: Python - Size: 36.7 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 24 - Forks: 1

wk989898/ARES-implement

ARES implement in PyTorch

Language: Python - Size: 1.42 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 11 - Forks: 2

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: 385 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 27 - Forks: 4

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: 6 months ago - Pushed: 6 months 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: 8 months ago - Pushed: 8 months ago - Stars: 15 - Forks: 2

ElisR/SE3Flux

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

Language: Julia - Size: 128 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

mzjb/xDeepH

Extended DeepH (xDeepH) method for magnetic materials.

Language: Python - Size: 116 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 15 - Forks: 0

ynulonger/RSESF

RSESF

Language: Python - Size: 149 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

prclibo/filtra

FILTRA: Rethinking Steerable CNN by Filter Transform, ICML2021

Language: Python - Size: 262 KB - Last synced: about 1 year ago - Pushed: about 2 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: 2 months ago - Pushed: 2 months 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: about 1 year ago - Pushed: about 3 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: about 1 year ago - Pushed: about 3 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: about 1 year ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 4

neel-dey/equivariant-gans

[ICLR 2021] Group Equivariant Generative Adversarial Networks.

Language: Python - Size: 17.6 KB - Last synced: about 1 year ago - Pushed: about 3 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: 22 days ago - Pushed: over 1 year 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: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

chrischen1/EnQA Fork of BioinfoMachineLearning/EnQA

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

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

amorehead/Equivariant-GNNs

An environment for running experiments with equivariant GNN architectures

Language: Python - Size: 271 KB - Last synced: 14 days ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

Related Keywords
equivariant-network 27 equivariance 7 graph-neural-networks 6 deep-learning 6 pytorch 5 group-convolution 3 machine-learning 2 graph-neural-network 2 equivariant-representations 2 group-equivariance 2 ai4science 2 protein-structure 2 geometric-deep-learning 2 ab-initio-simulations 2 deeph 2 density-functional-theory 2 dft 2 first-principles-calculations 2 hamiltonian 2 julia 2 physics 2 diffusion-models 2 pytorch-implementation 1 rna 1 ares 1 physical-simulation 1 pde-solver 1 rna-puzzle 1 graph-diffusion 1 proteins 1 hypergraph-learning 1 tensor-product 1 euclidean-group 1 few-shot 1 node-classification 1 fft 1 neural-networks 1 qatools 1 so3 1 geometric-learning 1 neural-network 1 hive 1 board-game 1 generative-adversarial-network 1 gan 1 score-based-generative-models 1 molecular-modeling 1 cnn-pytorch 1 steerable-filters 1 rotation-equivariance 1 scale 1 rotation 1 tensor-field-networks 1 hierarchical-models 1 protein-protein-interaction 1 graph-algorithms 1 graph 1 grap-clustering 1 gnn 1 deep-neural-networks 1 awesome-lists 1 awesome-list 1 awesome 1 artificial-intelligence 1 neural-operator 1 graphon 1 electron-density 1 cnns 1 protein-representation-learning 1 protein-design 1 protein 1 ligand-binding 1 graphneuralnetwork 1 geometry 1 drugdiscovery 1 drug-discovery 1 docking 1 deeplearning 1 self-supervised-learning 1 score-matching 1 pre-trained-model 1 transformer 1 table-to-text 1 attention-mechanism 1 supervised-learning 1 semisupervised-learning 1 iclr2024 1 iclr 1 graph-transformer 1