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graph-neural-network

Here are 192 public repositories matching this topic...

PaddlePaddle / PGL

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

graph metapath graph-learning graph-neural-network heterogeneous-graph-learning

Updated Mar 9, 2023
Python

divelab / DIG

A library for graph deep learning research

deep-learning graph-generation explainable-ml self-supervised-learning 3d-graph graph-neural-network

Updated Mar 14, 2023
Python

FighterLYL / GraphNeuralNetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gcn gnn graph-neural-network

Updated Feb 24, 2021
Jupyter Notebook

CapsGNN

benedekrozemberczki / CapsGNN

Sponsor

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

machine-learning research deep-learning tensorflow sklearn pytorch deepwalk convolution node2vec graph-classification capsule-network graph-attention-networks capsule-neural-networks graph-attention-model struc2vec graph-convolution gnn graph-neural-network capsgnn

Updated Mar 18, 2023
Python

Jhy1993 / HAN

Heterogeneous Graph Neural Network

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

Updated May 6, 2020
Python

IndexFziQ / GNN4NLP-Papers

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

natural-language-processing knowledge-graph question-answering knowledge-representation graph-convolutional-networks knowledge-based-systems paperlist paper-list graph-neural-network graph-attention-network heterogeneous-graphs

Updated Oct 12, 2022

xiangwang1223 / neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filtering recommender-system recommendation neural-collaborative-filtering graph-neural-network sigir2019 high-order-connectivity personalized-recommendation

Updated May 7, 2020
Python

chemicalx

AstraZeneca / chemicalx

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

machine-learning deep-learning chemistry geometry biology torch pytorch drug-discovery drug smiles pharma geometric-deep-learning graph-neural-network drug-interaction polypharmacy smiles-strings deep-chemistry drug-pair torchdrug

Updated Jan 16, 2023
Python

datasets

benedekrozemberczki / datasets

Sponsor

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

Updated Mar 15, 2023

Shen-Lab / GraphCL

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

self-supervised-learning pre-training graph-neural-network contrastive-learning

Updated Oct 30, 2022
Python

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph

Updated Mar 13, 2020

joeat1 / GNN_note

图神经网络整理

survey gnn graph-neural-network

Updated Aug 11, 2021

RUCAIBox / CRSLab

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

deep-learning text-generation pytorch knowledge-graph recommender-system recommendation pretrained-models human-machine-interaction dialog-system graph-neural-network conversational-recommendation conversation-system

Updated Dec 9, 2022
Python

APPNP

benedekrozemberczki / APPNP

Sponsor

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Updated Nov 6, 2022
Python

rampasek / GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

long-range-dependence graph-representation-learning graph-neural-network graph-transformer

Updated Mar 10, 2023
Python

FanzhenLiu / Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools. Welcome to contribute to this repository by following the {instruction_for_contribution.pdf} file.

data-mining awesome deep-learning community-detection survey network-embedding graph-clustering graph-embedding deep-neural-network graph-neural-networks network-representation-learning graph-neural-network

Updated Mar 20, 2023

lucidrains / egnn-pytorch

Sponsor

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

deep-learning artificial-intelligence graph-neural-network equivariance

Updated May 23, 2022
Python

cynricfu / MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network

Updated Nov 5, 2020
Python

zjhthu / OANet

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

3d-reconstruction image-matching outlier-rejection graph-neural-network iccv2019

Updated Jul 17, 2020
Python

SpaceLearner / Awesome-DynamicGraphLearning

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

deep-learning graph-neural-networks graph-neural-network temporal-network dynamic-network-embedding dynamic-graph-embedding temporal-graph

Updated Mar 6, 2023
Shell

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