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

GitHub topics: graph-neural-network

Mutembopy/tcrat-pred

🚗 Predict multi-agent trajectories for autonomous vehicles using advanced models on the Argoverse 2 dataset, enhancing motion forecasting capabilities.

Language: Python - Size: 1.38 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

Samanvith1404/MicroGNN

A tiny Graph Neural Network framework built from scratch with a minimal autograd engine.

Language: Python - Size: 23.4 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Snapchat/GiGL

Gigantic Graph Learning (GiGL) Framework: Large-scale training and inference for Graph Neural Networks

Language: Scala - Size: 22.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 43 - Forks: 9

CompOmics/molcraft

Deep Learning on Molecules.

Language: Python - Size: 379 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Bero937/Auto-Tutor

✉️ Generate personalized emails to professors effortlessly, leveraging AI to craft tailored messages based on your resume and their profiles.

Language: HTML - Size: 2.14 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 1

18520339/spinal-bone-feature-detection

Graph-based Multi-task Learning Solution for Ultrasound Spinal Bone Feature Detection

Language: Jupyter Notebook - Size: 21.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2 - Forks: 0

graphnet-team/graphnet

A Deep learning library for neutrino telescopes

Language: Python - Size: 255 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 106 - Forks: 107

Duke-I3T-Lab/AR_CPR_SA

The official code repository for the ISMAR 2025 paper "Will You Be Aware? Eye Tracking-Based Modeling of Situational Awareness in Augmented Reality"

Language: Python - Size: 16.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 8 - 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: 1 day ago - Pushed at: about 1 year ago - Stars: 101 - Forks: 8

Emory-Melody/GraphSlim

[NeurIPS 2025] A Python library for graph reduction including condensation, coarsening, and sparsification.

Language: Python - Size: 11.4 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 23 - Forks: 2

huweibo/Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

Size: 33.2 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 344 - Forks: 51

SpaceLearner/Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

Language: Shell - Size: 176 KB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 686 - Forks: 86

zmyybc/AlphaNet

A Local Frame-based Atomistic Potential

Language: Python - Size: 279 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 111 - Forks: 22

azminewasi/Awesome-Graph-Research-ICML2024

All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.

Size: 188 KB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 227 - Forks: 16

8000thCube/block-graph

Uses the Burn library to provide block level graph neural network structure

Language: Rust - Size: 592 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

patnicolas/geometriclearning

Classes and methods for Geometric Deep Learning to support Substack, LinkedIn newsletters and tutorials

Language: Python - Size: 142 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 18 - Forks: 7

yandex-research/graphland

GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data

Language: Shell - Size: 21.5 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 16 - Forks: 1

kaist-silab/awesome-graph-pde

Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation

Size: 5.86 KB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 96 - Forks: 6

hyojin0912/HJ-GPCRact

repository for "GPCRact: a hierarchical framework for predicting ligand-induced GPCR activity via allosteric communication modeling"

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 1 - Forks: 0

AstraZeneca/awesome-drug-pair-scoring

Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

Size: 1.47 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 96 - Forks: 14

FanzhenLiu/Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Size: 2.06 MB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 540 - Forks: 94

haofanwang/Awesome-Computer-Vision

Awesome Resources for Advanced Computer Vision Topics

Size: 93.8 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 243 - Forks: 44

fedelant/NeuralPFEM2D_gnn

NeuralPFEM is a mesh-based neural surrogate model designed for free-surface fluid flows. GNN version.

Language: Fortran - Size: 159 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

omron-sinicx/crystalframer

The official code respository for "Rethinking the role of frames for SE(3)-invariant crystal structure modeling" (ICLR 2025)

Language: Python - Size: 9.76 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11 - Forks: 1

lsj2408/Transformer-M

[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)

Language: Python - Size: 5.45 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 216 - Forks: 26

CVI-SZU/ME-GraphAU

[IJCAI 2022] Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition, Pytorch code

Language: Python - Size: 25.8 MB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 192 - Forks: 41

divelab/DIG

A library for graph deep learning research

Language: Python - Size: 264 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,988 - Forks: 290

bessagroup/graphorge

Graphorge: Open-source forge of Graph Neural Networks

Language: Jupyter Notebook - Size: 162 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 2

jwwthu/GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

Size: 649 KB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 534 - Forks: 80

cmavro/awesome-unsupervised-gnns

List of unsupervised (self-supervised) graph neural network (GNN) methods.

Size: 11.7 KB - Last synced at: 21 days ago - Pushed at: almost 5 years ago - Stars: 33 - Forks: 0

open-prophetdb/biomedgps-explainer

A comprehensive network medicine-based drug repurposing and visualization toolkit for biomedical research.

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

AstraZeneca/chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

Language: Python - Size: 20.4 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 750 - Forks: 97

RUCAIBox/CRSLab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Language: Python - Size: 651 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 541 - Forks: 116

ZJUFanLab/scDeepSort

Cell-type Annotation for Single-cell Transcriptomics using Deep Learning with a Weighted Graph Neural Network

Language: Python - Size: 19.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 105 - Forks: 20

thiviyanT/torch-rgcn

A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).

Language: Python - Size: 14 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 129 - Forks: 19

HFooladi/GNNs-For-Chemists

Implementations of different GNNs from scratch for chemists

Language: Jupyter Notebook - Size: 37.7 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 147 - Forks: 29

jElhamm/Hands-On-Graph-Neural-Networks-Using-Python

"This repository contains the implementation code for the book, which serves as a practical guide to understanding and applying Graph Neural Networks (GNNs) using Python."

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 1

BojarLab/GIFFLAR

Glycan Informed Foundational Framework for Learning Abstract Representations, based on Combinatorial Complexes and Heterogeneous GNNs

Language: HTML - Size: 2.13 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 4 - Forks: 2

open-prophetdb/biomedgps

A knowledge graph system with graph neural network for drug repurposing and disease mechanism.

Language: Rust - Size: 24.6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 18 - Forks: 2

DiTEC-project/gnn-pressure-estimation

DiTEC research

Language: Python - Size: 1.82 MB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 17 - Forks: 7

guoji-fu/pGNNs

[ICML 2022] pGNN, p-Laplacian Based Graph Neural Networks

Language: Python - Size: 323 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 4

jhljx/CTGCN

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Language: Python - Size: 25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 94 - Forks: 29

maryhzd/DeepLearning-ShortProjects

Quick and simple Deep Learning projects for learning and experimenting. Ideal for beginners and those looking to practice AI concepts.

Language: Jupyter Notebook - Size: 8.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

benedekrozemberczki/datasets

A repository of pretty cool datasets that I collected for network science and machine learning research.

Size: 91.4 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 639 - Forks: 85

mukhlishga/gnn-fromscratch

Graph Neural Network (GNN) model made from scratch in python (pytorch based)

Language: Jupyter Notebook - Size: 193 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 2

xiezhq-hermann/graphiler

Graphiler is a compiler stack built on top of DGL and TorchScript which compiles GNNs defined using user-defined functions (UDFs) into efficient execution plans.

Language: Cuda - Size: 208 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 6

open-prophetdb/biomedgps-data

Biomedical knowledge graph builder.

Language: Jupyter Notebook - Size: 138 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 2

arnaou/fair_gc

A repository for benchmarking Group-contribution models and Graph Neural Networks

Language: Python - Size: 330 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

PaddlePaddle/PGL

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

Language: Python - Size: 28.3 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 1,587 - Forks: 310

shahram-boshra/vqm24_database_process

VQM24 Database Process to Graphs

Language: Python - Size: 173 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

TrafficGCN/ST-GCN

Repository for advanced traffic forecasting models integrating GCN, LSTM/Bi-LSTM, and attention mechanisms for improved accuracy, including weather data processing.

Language: Python - Size: 956 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 4

Ivanprowhrco/GraphNet

GraphNet is a large-scale dataset for compiler development, offering real model computation graphs to evaluate compiler optimizations. Join our community for collaboration! 🐙✨

Language: Python - Size: 83 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rampasek/GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

Language: Python - Size: 12.6 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 761 - Forks: 132

juexinwang/scGNN

scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks

Language: Python - Size: 68.4 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 147 - Forks: 41

Shen-Lab/GraphCL

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 244 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 597 - Forks: 110

shuowang-ai/GeniePath-pytorch

This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)

Language: Python - Size: 170 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 105 - Forks: 28

flyingdoog/PGExplainer

Parameterized Explainer for Graph Neural Network

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 136 - Forks: 17

dongkwan-kim/SuperGAT

[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision

Language: Python - Size: 401 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 158 - Forks: 26

florencejt/fusilli

A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸

Language: Python - Size: 988 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 188 - Forks: 14

alphanome-ai/gnn-causality-research

Exploring Causal Inferences in Finance with Graph Neural Networks

Size: 37.1 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 0

LTesan/GNN-Workshop

For our hands-on Graph Neural Networks (GNNs) Workshops, to explore the fundamentals and applications of GNNs in machine learning.

Language: Jupyter Notebook - Size: 555 MB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

mukhlishga/data-science

all about data science

Language: Jupyter Notebook - Size: 245 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

zadanfai/GitGraph

An intelligent discovery tool to uncover relevant projects and collaboration paths on GitHub using GNN-powered analysis.

Language: Jupyter Notebook - Size: 564 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

TissueImageAnalytics/iguana

Interpretable Gland-Graph Networks

Language: Python - Size: 403 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 4

gtlover23/Project-Hydra-Quantitative-Trading-Lab

Explore Project-Hydra, an experimental quantitative trading lab using GNN+Transformer, DQN, and SAC+XGBoost for advanced trading strategies. 🚀💻

Language: Python - Size: 380 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

grimme-lab/confrankplus

ConfRank+: Extending Conformer Ranking to Charged Molecules

Language: Python - Size: 2.47 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 1

aravindsankar28/DySAT

Representation learning on dynamic graphs using self-attention networks

Language: Python - Size: 2.39 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 296 - Forks: 42

Dung2005qk/Project-Hydra-Quantitative-Trading-Lab

An experimental quantitative trading framework featuring a GNN+Transformer for position sizing, a DQN for stop-loss optimization, and a SAC+XGBoost hybrid for entry signals

Language: Python - Size: 377 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

Ramprasad-Group/polygnn

polyGNN is a Python library to automate ML model training for polymer informatics.

Language: Python - Size: 22 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 41 - Forks: 9

SAP/packerl

[TMLR 2024] Official implementation for "Learning Sub-Second Routing Optimization in Computer Networks requires Packet-Level Dynamics"

Language: C++ - Size: 440 KB - Last synced at: 14 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 1

cornell-zhang/Polynormer

Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

Language: Python - Size: 27 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 3

rainorangelemon/gnn-motion-planning

The official repo for NeurIPS 2021 paper 'Reducing Collision Checking for Sampling-Based Motion Planning Using Graph Neural Networks'

Language: Python - Size: 82.6 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 106 - Forks: 18

codefuse-ai/GALLa

[ACL 2025] Graph Aligned Large Language Models for Improved Source Code Understanding

Language: Python - Size: 43 KB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 17 - Forks: 0

recursionpharma/gflownet

GFlowNet library specialized for graph & molecular data

Language: Python - Size: 20.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 244 - Forks: 51

JiamingZhuo/GNNFPA

A pytorch implementation of "Propagation is All You Need: A New Framework for Representation Learning and Classifier Training on Graphs".

Language: Python - Size: 7.65 MB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

benedekrozemberczki/CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Language: Python - Size: 4.66 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 1,255 - Forks: 199

FighterLYL/GraphNeuralNetwork

《深入浅出图神经网络:GNN原理解析》配套代码

Language: Jupyter Notebook - Size: 980 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 1,830 - Forks: 473

lucidrains/egnn-pytorch

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

Language: Python - Size: 813 KB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 469 - Forks: 81

xiangwang1223/neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

Language: Python - Size: 11.5 MB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 827 - Forks: 271

Newiz430/Pretext

Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"

Size: 1.01 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 28 - Forks: 5

mickeysjm/TaxoExpan

The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020

Language: Python - Size: 2.95 MB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 76 - Forks: 18

bi-graph/Bigraph

Bipartite-network link prediction in Python

Language: Python - Size: 6.12 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 94 - Forks: 21

Jhy1993/HAN

Heterogeneous Graph Neural Network

Language: Python - Size: 40.3 MB - Last synced at: 7 months ago - Pushed at: over 5 years ago - Stars: 1,131 - Forks: 222

gu-yaowen/GGAP-CPI

Mitigating Activity Cliff-induced Discrepancies in Deep Learning of Compound-Protein Interaction

Language: Python - Size: 479 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

basiralab/GNNs-in-Network-Neuroscience

A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

Size: 55.7 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 228 - Forks: 28

YukiZH/SCOIGET

A Tool for Predicting Spatial Tumor Evolution Pattern by Inferring Spatial Copy Number Variation Distributions

Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

zjhthu/OANet

Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"

Language: Python - Size: 1.32 MB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 265 - Forks: 47

HYUNJS/SGT

[WACV-2023] Detection Recovery in Online Multi-Object Tracking with Sparse Graph Tracker

Language: Python - Size: 220 KB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 58 - Forks: 5

ZZy979/pytorch-tutorial

PyTorch示例代码;复现GNN模型

Language: Python - Size: 349 KB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 123 - Forks: 20

mukhlishga/gnn-powerflow

Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My Master Thesis at Eindhoven University of Technology

Language: Jupyter Notebook - Size: 63.2 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 18

briangodwinlim/FinSIR

FinSIR: Financial SIR-GCN for Market Aware Stock Recommendation

Language: Python - Size: 16.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Yasir-ali-farrukh/GNN4ID

GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets

Language: Python - Size: 124 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 12 - Forks: 0

Henrium/LESets

A graph neural network for high-entropy alloys.

Language: Jupyter Notebook - Size: 2.07 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 1

cgao-comp/S2I

Language: Python - Size: 0 Bytes - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

PeiJieSun/diffnet

Graph Neural Network based Social Recommendation Model. SIGIR2019.

Language: Python - Size: 58.2 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 177 - Forks: 45

taishan1994/pytorch_HAN

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

Language: Python - Size: 75.2 KB - Last synced at: 8 months ago - Pushed at: almost 3 years ago - Stars: 110 - Forks: 12

FilippoMB/Total-variation-graph-neural-networks

Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.

Language: Python - Size: 1.49 MB - Last synced at: 19 days ago - Pushed at: 8 months ago - Stars: 20 - Forks: 3

benedekrozemberczki/MUSAE

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Language: Python - Size: 19.4 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 168 - Forks: 21

abpaudel/floorplan-graph

Room Classification on Floor Plan Graphs using Graph Neural Networks

Language: Python - Size: 38.1 KB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 5

gasteigerjo/gtn

Graph transport network (GTN), as proposed in "Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More" (ICML 2021)

Language: Jupyter Notebook - Size: 7.84 MB - Last synced at: 25 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 3

Related Keywords
graph-neural-network 291 deep-learning 73 machine-learning 60 gnn 58 pytorch 48 graph-neural-networks 41 python 22 graph 21 knowledge-graph 21 gcn 20 graph-embedding 18 network-embedding 16 neural-network 15 tensorflow 13 recommender-system 13 link-prediction 12 graph-convolutional-networks 12 transformer 11 drug-discovery 10 node-classification 10 graph-representation-learning 10 graph-convolutional-network 9 pytorch-geometric 9 gnns 9 deepwalk 9 self-supervised-learning 9 node2vec 8 artificial-intelligence 8 neural-networks 8 drug-repurposing 8 node-embedding 8 computer-vision 8 deep-neural-networks 7 graph-transformer 7 heterogeneous-graph 7 graph-algorithms 7 graph-classification 7 data-science 7 graphs 7 attention-mechanism 6 heterogeneous-network 6 graph-attention-network 6 attention 6 reinforcement-learning 6 protein 6 representation-learning 6 geometric-deep-learning 6 graph-convolution 5 variational-autoencoder 5 materials-science 5 network-science 5 traffic-forecasting 5 nlp 5 natural-language-processing 5 cheminformatics 5 graph-machine-learning 5 automl 5 collaborative-filtering 5 transformers 5 dynamic-graphs 5 neural-architecture-search 5 generative-adversarial-network 5 bioinformatics 4 community-detection 4 recommendation 4 machine-learning-algorithms 4 polypharmacy 4 networkx 4 benchmark 4 heterogeneous-graph-neural-network 4 graph-attention-networks 4 implicit-factorization 4 materials-informatics 4 generative-model 4 iclr 4 research 4 network-analysis 4 message-passing-neural-network 4 awesome-list 4 network-representation-learning 3 jax 3 gensim 3 diffusion-models 3 graph2vec 3 gan 3 text-classification 3 drug 3 chemistry 3 graph-foundation-model 3 torch 3 rdkit 3 ai 3 molecules 3 single-cell 3 molecule 3 recommendation-system 3 gpu 3 high-energy-physics 3 transformer-architecture 3 quantum-chemistry 3