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

GitHub topics: graph-neural-network

ALRhub/packerl-website

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

Language: JavaScript - Size: 7 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

AmitRoy7781/USTGCN

[IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network

Language: Python - Size: 23.6 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 33 - Forks: 12

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: almost 3 years ago - Stars: 61 - Forks: 7

rampasek/GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

Language: Python - Size: 12.6 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 674 - Forks: 121

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: 8 months ago - Pushed at: 12 months ago - Stars: 558 - Forks: 103

flyingdoog/PGExplainer

Parameterized Explainer for Graph Neural Network

Language: Jupyter Notebook - Size: 2.37 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 128 - Forks: 15

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: 8 months ago - Pushed at: over 2 years ago - Stars: 153 - Forks: 26

aravindsankar28/DySAT

Representation learning on dynamic graphs using self-attention networks

Language: Python - Size: 2.39 MB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 282 - Forks: 44

JBris/nextflow-graph-machine-learning

A Nextflow pipeline demonstrating how to train graph neural networks for gene regulatory network reconstruction using DREAM5 data.

Language: Python - Size: 5.69 MB - Last synced at: 17 days ago - Pushed at: 8 months ago - Stars: 5 - Forks: 1

huangtinglin/Knowledge_Graph_based_Intent_Network

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

Language: Python - Size: 45.4 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 213 - Forks: 47

ahxt/GraphConv_is_Mixup

[TMLR] On the Equivalence of Graph Convolution and Mixup

Language: Python - Size: 4.88 KB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 4 - Forks: 0

YeongHyeon/PIPGCN-TF2

Unofficial TensorFlow implementation of Protein Interface Prediction using Graph Convolutional Networks.

Language: Python - Size: 92.7 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 4

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: 8 months ago - Pushed at: 12 months ago - Stars: 104 - Forks: 27

huangtinglin/MixGCF

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

Language: Python - Size: 16.3 MB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 95 - Forks: 26

sunfanyunn/graph-classification

A collection of graph classification methods

Language: OpenEdge ABL - Size: 2.83 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 42 - Forks: 4

ma-compbio/Hyper-SAGNN

hypergraph representation learning, graph neural network

Language: Python - Size: 2.11 MB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 86 - Forks: 21

Jiamingz1996/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: 8 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

danielzuegner/gnn-meta-attack

Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

Language: Python - Size: 1.15 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 142 - Forks: 26

coffee19850519/single_cell_spatial_image

A deep-learning framework for characterizing and visualizing tissue architecture from spatially resolved transcriptomics

Language: Python - Size: 757 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 6

shiwentao00/Graphsite

Generate graph representations of protein binding sites.

Language: Python - Size: 21.5 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 2

w00zie/3d_face_class

3D Face Classification with Graph Neural Networks

Language: Python - Size: 26.5 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 3

Ramprasad-Group/sol_polygnn

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

Language: Python - Size: 16.2 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

fedelant/NeuralPFEM

Graph Neural Network (GNN) based data-driven simulator which learns from PFEM simulation data.

Language: Fortran - Size: 121 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

amrhssn/teneNCE

Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction

Language: Python - Size: 2.58 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

jeongwhanchoi/LT-OCF

LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

Language: Python - Size: 57 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 34 - Forks: 11

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: 8.13 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

haguettaz/ChebLieNet

ChebLieNet, a spectral graph neural network turned equivariant by Riemannian geometry on Lie groups.

Language: Python - Size: 37.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 15 - Forks: 2

Fsoft-AIC/Reducing-Over-smoothing-via-a-Kuramoto-Model-based-Approach

[AISTATS 2024] From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

hhcaz/CNS

CNS: Correspondence encoded Neural image Servo policy

Language: Python - Size: 4.74 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 0

OpenNISLab/Pro-Fusang

Open-source code for the paper "Fusang: Graph-inspired Robust and Accurate Object Recognition on Commodity mmWave Devices".

Language: Python - Size: 2.09 GB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 14 - Forks: 0

salfaris/PriorVGAE

Oxford MSc thesis. PriorVAE with graph convolutional networks for learning locally-aware spatial prior distributions

Language: Python - Size: 106 MB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

reshalfahsi/molecule-generation-drug-discovery

Small Molecular Graph Generation for Drug Discovery

Language: Jupyter Notebook - Size: 595 KB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

NYXFLOWER/TIP

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)

Language: Python - Size: 294 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 15

henryzhongsc/gnn_editing

Official implementation for Zhong & Le et al., GNNs Also Deserve Editing, and They Need It More Than Once. ICML 2024

Language: Python - Size: 99.6 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

koc-lab/text-rgnn

Relational Modeling for Heterogeneous Text Graphs

Language: Python - Size: 16.6 KB - Last synced at: 1 day ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

ZhangDataLab/CeleTrip

This is the source code for paper "Where Did the President Visit Last Week? Detecting Celebrity Trips from News Articles" in ICWSM 2024.

Language: Python - Size: 8.55 MB - Last synced at: 7 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

salfaris/vgae-jax

Variational Graph Autoencoder implemented using Jax & Jraph

Language: Python - Size: 183 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

fukien/BiANE

Codes for our SIGIR'20 paper "BiANE: Bipartite Attributed Network Embedding".

Language: Python - Size: 31.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 3

zouguojian/Personal-Accepted-Research

Welcome to quote our published papers, and the codes have been uploaded.

Size: 165 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 3

UditBhaskar19/GRAPH_NEURAL_NETWORK_FOR_RADAR_PERCEPTION

Multi-task learning using message passing graph neural network for radar based perception functions

Language: Jupyter Notebook - Size: 165 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

gu-yaowen/MTPredictor

A Drug Metabolite & Toxicity Property Predictor Based on Graph Neural Network

Language: Python - Size: 5.15 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

DongqiFu/VCR-Graphormer

VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections, ICLR 2024

Language: Python - Size: 24.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

nju-websoft/RGRec

Rule-Guided Graph Neural Networks for Recommender Systems, ISWC 2020

Language: Python - Size: 60.3 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 16 - Forks: 5

LARS-research/CLGNN

Language: Python - Size: 43 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

MicheleCattaneo/ZINC_GNN

GNN trained on the ZINC dataset (graph-level regression)

Language: Jupyter Notebook - Size: 83 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

victor-iyi/sage-triples

A library for converting Knowledge Graph s-r-o triples into Graph Neural Network friendly format

Language: Rust - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

LIONS-EPFL/dynamic-MIS

Official Implementation of the NeurIPS'23 paper 'Maximum Independent Set: Self-Training through Dynamic Programming'.

Language: Python - Size: 798 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

LARS-research/RED-GNN

Knowledge Graph Reasoning with Relational Digraph. WebConf 2022

Language: Python - Size: 10.8 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 54 - Forks: 11

Messi-Q/GraphDeeSmartContract

Smart contract vulnerability detection using graph neural network (DR-GCN).

Language: Python - Size: 9.76 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 130 - Forks: 24

shuowang-ai/graph-neural-network-pyg

PyG (a geometric extension library for PyTorch) implementation of several Graph Neural Networks (GNNs): GCN, GAT, GraphSAGE, etc.

Language: Python - Size: 7.81 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 50 - Forks: 11

cornell-zhang/Polynormer

Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

Language: Python - Size: 27 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 0

materials-toolkits/pymaterials

python package of the materials toolkits project

Language: Python - Size: 284 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lijingzhu1/SKGHOI

SKGHOI: Spatial-Semantic Knowledge Graph for Human-Object Interaction Detection

Language: Python - Size: 45.7 MB - Last synced at: 8 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

IMPACTSquad/InterGraphNorwayMM

Near-real-time Country-wide Estimation of Susceptibility and Settlement Exposure from Norwegian Mass Movements via Inter-graph Representation Learning

Language: MATLAB - Size: 402 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - 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: 1 - Forks: 0

smsharma/point-cloud-galaxy-diffusion

Diffusion modeling for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141

Language: Jupyter Notebook - Size: 391 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3

georgian-io-archive/Diffbot-Graph-Learning 📦

Heterogenous Graph Representation learning on Diffbot's Knowledge Graph. Includes asynchronous BFS traversal on Diffbot's Knowledge Graph, Diffbot's enhance API to build custom graph dataset and models to run on these graphs.

Language: Python - Size: 23.9 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 2

open-prophetdb/biomedgps-studio

[Frontend] A knowledge graph system with graph neural network for drug discovery, disease mechanism and biomarker screening.

Language: TypeScript - Size: 62.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

MeysamAmirsardari/socio-sent-sighter

Persian Social Media Sentiment Analyzer

Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

stevezheng23/graph_network_tf

Graph Network in Tensorflow

Language: Python - Size: 58.6 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Emvista/Gnn4DependencyDocumentClassification

Language: Python - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aitor-alvarez/conversational-graph-neural-network

Conversational graph neural network models

Language: Python - Size: 24.4 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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: over 3 years ago - Stars: 1 - Forks: 1

BaseMax/PredictionWikipediaMathematicsVisitsResearch

Improving Prediction of Daily Visits of Wikipedia Mathematics Topics using Graph Neural Networks

Language: Python - Size: 1.49 MB - Last synced at: 3 days ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 0

Attornado/protein-representation-learning Fork of shionhonda/gae-dgl

Protein representation learning using graph neural networks and Alphafold generated 3D structures.

Language: Python - Size: 1.76 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

mberr/ea-sota-comparison

Code for paper "A Critical Assessment of State-of-the-Art in Entity Alignment" (https://arxiv.org/abs/2010.16314)

Language: Python - Size: 107 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

LARS-research/AutoML-Tutorial

Tutorials about AutoML

Size: 66.7 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 84 - Forks: 15

alirezadizaji/GraphROAR

A new benchmark for graph neural network explainer methods

Language: Python - Size: 7.8 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

LARS-research/PAS

The released code for the paper: Pooling Architecture Search for Graph Classification, in CIKM 2021.

Language: Python - Size: 1.26 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 3

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

GlassyWing/graph_gru

Reconstructed GRU, used to process the graph sequence.

Language: Python - Size: 254 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1

guoji-fu/DIGNN

[NeurIPS GLFrontiers 2023] DIGNN, Implicit Graph Neural Diffusion Models

Language: Python - Size: 5.17 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

javadtayebi/EKGDR

An end-to-end knowledge graph based method for computational drug repurposing

Language: Python - Size: 4.38 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Graph-Learning-Benchmarks/gli

🗂 Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!

Language: Python - Size: 5.68 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 37 - Forks: 18

WxTu/DFCN

AAAI 2021-Deep Fusion Clustering Network

Language: Python - Size: 27.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 70 - Forks: 7

bi-graph/Bigraph

Bipartite-network link prediction in Python

Language: Python - Size: 6.12 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 84 - Forks: 21

alphanome-ai/gnn-causality-research

Exploring Causal Inferences in Finance with Graph Neural Networks

Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

joeat1/GNN_note

图神经网络整理

Size: 6.14 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 460 - Forks: 75

kiwi2kiwi/Phosphorylation_prediction

Predicting phosphorylation sites from sequence and structure via a GNN

Language: Python - Size: 45.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

hegongshan/Recommender-Systems-Paper

Must-read Papers for Recommender Systems (RS)

Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 119 - Forks: 19

cgao-comp/GLTC

Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

IndexFziQ/GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Size: 188 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 855 - Forks: 139

ShinKyuY/Graph_Neural_Net

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 28 - Forks: 11

ngminhtri0394/GEFA

Implementation of GEFA: Early Fusion Approach in Drug-Target Affinity Prediction

Language: Python - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 6

XI-Lab/SY-GNN

Symmetrical Graph Neural Network for Quantum Chemistry with Dual Real and Momenta Space

Language: Python - Size: 91.8 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

carrierlxk/AGNN

Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)

Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 204 - Forks: 27

Shiqing-Liu/AJCAI2023-workshop

AJCAI2023 workshop: Machine Learning for Data-driven Optimization

Language: HTML - Size: 748 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

armanihm/GDC

Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch

Language: Python - Size: 1.69 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 15

cynricfu/MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Language: Python - Size: 3.25 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 322 - Forks: 56

WU-Guanying/BIND-main

BIND: Binding Intertemporal Nodes for Multivariate Timeseries Forecasting (Ongoing)

Language: Python - Size: 19.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

yellowshippo/isogcn-iclr2021

IsoGCN code for ICLR2021

Language: Python - Size: 41.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 6

vFones/situation-recognition

Situation recognition with Graph Neural Network

Language: Python - Size: 18.7 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 1

jeehyunHwang/Neural-Diffusion-Equation

NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21

Language: Python - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 5

kracr/reonto-relation-extraction

ReOnto is a neuro-symbolic approach where we use ontologies and GNNs to extract relations from sentences.

Language: Python - Size: 641 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

SwaksharDeb/GA-GWNN

Code for PRL paper: "GA-GWNN: Generalized Adaptive Graph Wavelet Neural Network"

Language: Python - Size: 60.5 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

LARS-research/SNAG

Source code for CIKM-CSSA 2020 paper SNAG "Simplified Neural Architecture search for Graph Neural Networks".

Language: Python - Size: 75.2 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 1

LARS-research/GRAPE 📦

Automorphic Equivalence-aware Graph Neural Network. NeurIPS 2021.

Language: Python - Size: 958 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

Isomorpfishm/SINGA

SINGA - Molecular Sampling with Protein-Ligand INteractions aware Generative Adversarial Network

Language: Python - Size: 10.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

ycq091044/GCN-Oversmooth

Complete codebase and datasets for "revisiting oversmoothing in deep gcns"

Language: Jupyter Notebook - Size: 38.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jaysonph/gcn-multi-object-clustering

Linkage-based multi-object clustering/grouping using GCN

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
graph-neural-network 278 deep-learning 68 gnn 55 machine-learning 54 pytorch 46 graph-neural-networks 40 python 21 gcn 20 knowledge-graph 20 graph 19 graph-embedding 18 network-embedding 16 recommender-system 13 neural-network 13 link-prediction 12 tensorflow 12 graph-convolutional-networks 12 transformer 11 graph-representation-learning 10 node-classification 10 gnns 9 deepwalk 9 self-supervised-learning 9 graph-convolutional-network 9 drug-discovery 9 node2vec 8 pytorch-geometric 8 artificial-intelligence 8 node-embedding 8 drug-repurposing 7 computer-vision 7 graphs 7 graph-transformer 7 data-science 7 graph-classification 7 heterogeneous-graph 7 deep-neural-networks 7 neural-networks 7 attention 6 graph-algorithms 6 reinforcement-learning 6 attention-mechanism 6 representation-learning 6 protein 6 graph-attention-network 6 geometric-deep-learning 6 heterogeneous-network 6 materials-science 5 neural-architecture-search 5 natural-language-processing 5 transformers 5 graph-convolution 5 traffic-forecasting 5 variational-autoencoder 5 cheminformatics 5 generative-adversarial-network 5 dynamic-graphs 5 network-science 5 automl 4 awesome-list 4 community-detection 4 bioinformatics 4 generative-model 4 polypharmacy 4 benchmark 4 materials-informatics 4 networkx 4 heterogeneous-graph-neural-network 4 iclr 4 graph-attention-networks 4 nlp 4 research 4 message-passing-neural-network 4 recommendation 4 collaborative-filtering 4 machine-learning-algorithms 4 implicit-factorization 4 gan 3 traffic-prediction 3 quantum-chemistry 3 graph2vec 3 gnn-model 3 transformer-architecture 3 brain-connectivity 3 rdkit 3 graph-network 3 text-classification 3 single-cell 3 lstm 3 molecule 3 torch 3 graph-machine-learning 3 network-representation-learning 3 gensim 3 chemistry 3 drug 3 fintech 3 molecules 3 diffusion-models 3 gat 3