78 results found Sort:

divelab
DIG divelab
277
1.8k
gpl-3.0
29
A library for graph deep learning research
3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning
Created 2020-10-30
1,083 commits to dig-stable branch, last one 4 months ago
FighterLYL
GraphNeuralNetwork FighterLYL
448
1.7k
unknown
27
《深入浅出图神经网络：GNN原理解析》配套代码
gcn gnn graph-neural-network
Created 2019-10-21
36 commits to master branch, last one 3 years ago
PaddlePaddle
PGL PaddlePaddle
311
1.6k
apache-2.0
27
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
Created 2019-06-11
1,378 commits to main branch, last one 9 months ago
benedekrozemberczki
CapsGNN benedekrozemberczki
200
1.2k
gpl-3.0
29
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
gnn capsgnn pytorch sklearn deepwalk node2vec research struc2vec tensorflow convolution deep-learning capsule-network machine-learning graph-convolution graph-classification graph-neural-network graph-attention-model capsule-neural-networks graph-attention-networks
Created 2019-01-29
180 commits to master branch, last one about a year ago
Jhy1993
HAN Jhy1993
222
1.0k
unknown
12
Heterogeneous Graph Neural Network
network-embedding heterogeneous-graph graph-neural-network heterogeneous-network graph-attention-network heterogeneous-graph-neural-network
Created 2019-02-07
40 commits to master branch, last one 4 years ago
IndexFziQ
GNN4NLP-Papers IndexFziQ
140
889
mit
34
A list of recent papers about Graph Neural Network methods applied in NLP areas.
paperlist paper-list knowledge-graph question-answering graph-neural-network heterogeneous-graphs graph-attention-network knowledge-based-systems knowledge-representation natural-language-processing graph-convolutional-networks
Created 2019-10-09
71 commits to master branch, last one about a year ago
AstraZeneca
chemicalx AstraZeneca
89
700
apache-2.0
22
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
drug torch pharma smiles biology pytorch geometry chemistry drug-pair torchdrug polypharmacy deep-learning deep-chemistry drug-discovery smiles-strings drug-interaction machine-learning graph-neural-network geometric-deep-learning
Created 2021-12-06
318 commits to main branch, last one 9 months ago
rampasek
GraphGPS rampasek
111
611
mit
10
Recipe for a General, Powerful, Scalable Graph Transformer
graph-transformer graph-neural-network long-range-dependence graph-representation-learning
Created 2022-05-24
24 commits to main branch, last one about a year ago
benedekrozemberczki
datasets benedekrozemberczki
83
595
mit
14
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one 3 months ago
Shen-Lab
GraphCL Shen-Lab
103
535
mit
10
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
pre-training contrastive-learning graph-neural-network self-supervised-learning
Created 2020-09-25
116 commits to master branch, last one about a year ago
joeat1
GNN_note joeat1
75
510
unknown
12
图神经网络整理
gnn survey graph-neural-network
Created 2020-06-07
29 commits to master branch, last one 2 years ago
RUCAIBox
CRSLab RUCAIBox
105
477
mit
14
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
pytorch deep-learning dialog-system recommendation knowledge-graph text-generation pretrained-models recommender-system conversation-system graph-neural-network human-machine-interaction conversational-recommendation
Created 2020-11-22
219 commits to main branch, last one about a year ago
SpaceLearner
Awesome-DynamicGraphLearning SpaceLearner
64
465
unknown
8
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
deep-learning temporal-graph temporal-network graph-neural-network graph-neural-networks dynamic-graph-embedding dynamic-network-embedding
Created 2021-07-12
143 commits to main branch, last one about a month ago
FanzhenLiu
Awesome-Deep-Community-Detection FanzhenLiu
93
449
mit
4
Deep and conventional community detection related papers, implementations, datasets, and tools.
survey awesome data-mining deep-learning graph-embedding graph-clustering network-embedding community-detection deep-neural-network graph-neural-network graph-neural-networks network-representation-learning
Created 2020-06-24
154 commits to master branch, last one 6 months ago
lucidrains
egnn-pytorch lucidrains
66
394
mit
7
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
equivariance deep-learning graph-neural-network artificial-intelligence
Created 2021-02-26
163 commits to main branch, last one 7 months ago
jwwthu
GNN-Communication-Networks jwwthu
68
361
unknown
17
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
graph graph-neural-network commmunication-networks graph-convolutional-networks
Created 2021-03-31
67 commits to main branch, last one 23 days ago
benedekrozemberczki
APPNP benedekrozemberczki
49
357
gpl-3.0
9
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn iclr ppnp appnp pytorch deepwalk node2vec pagerank research attention deep-learning node-embedding graph-attention graph-embedding machine-learning network-embedding deep-neural-networks graph-classification graph-neural-network graph-convolutional-neural-networks
Created 2019-02-12
155 commits to master branch, last one about a year ago
huweibo
Awesome-Federated-Learning-on-Graph-and-GNN-papers huweibo
47
303
unknown
15
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
gnn graph papers knowledge-graph federated-learning graph-neural-network
Created 2021-01-15
50 commits to main branch, last one 4 months ago
aravindsankar28
DySAT aravindsankar28
45
275
unknown
4
Representation learning on dynamic graphs using self-attention networks
dynamic-graphs self-attention graph-embedding graph-neural-network
Created 2019-07-21
3 commits to master branch, last one 4 years ago
zjhthu
OANet zjhthu
48
250
unknown
15
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
iccv2019 image-matching 3d-reconstruction outlier-rejection graph-neural-network
Created 2019-08-13
28 commits to master branch, last one about a year ago
haofanwang
Awesome-Computer-Vision haofanwang
41
212
unknown
6
Awesome Resources for Advanced Computer Vision Topics
gan paper automl 3d-vision denoising awesome-list deep-learning video-analysis vision-project computer-vision pose-estimation interpretability object-detection super-resolution transfer-learning adversarial-attacks vision-and-language graph-neural-network trajectory-prediction
Created 2019-07-31
57 commits to master branch, last one about a year ago
benedekrozemberczki
Splitter benedekrozemberczki
44
210
gpl-3.0
11
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
gensim pytorch deepwalk node2vec word2vec clustering word-vector deep-learning ego-splitting factorization node-embedding graph-embedding machine-learning network-embedding community-detection deep-neural-network graph-neural-network implicit-factorization graph-representation-learning overlapping-community-detection
Created 2019-03-17
126 commits to master branch, last one about a year ago
benedekrozemberczki
SEAL-CI benedekrozemberczki
44
208
gpl-3.0
10
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
gcn gnn pytorch deepwalk node2vec tensorflow deep-learning active-learning graph-embedding graph-convolution network-embedding node-classification graph-classification graph-neural-network graph-neural-networks active-learning-module deep-learning-algorithms machine-learning-algorithms graph-convolutional-networks graph-representation-learning
Created 2019-04-23
126 commits to master branch, last one about a year ago
huangtinglin
Knowledge_Graph_based_Intent_Network huangtinglin
48
208
unknown
1
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
pytorch www2021 knowledge-graph graph-neural-network information-retrieval recommendation-system explainable-recommendation knowledge-graph-for-recommendation
Created 2021-02-14
8 commits to main branch, last one 3 years ago
carrierlxk
AGNN carrierlxk
25
207
unknown
11
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
iccv2019 object-segmentation graph-neural-network video-object-segmentation zero-shot-video-segmentation unsupervised-video-segmentation
Created 2019-08-12
54 commits to master branch, last one about a year ago
basiralab
GNNs-in-Network-Neuroscience basiralab
27
201
unknown
4
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
gnn gans gnns biomarker brain-gnn graph-fusion brain-disorders graph-synthesis graph-prediction graph-timeseries graph-integration brain-connectivity graph-neural-network network-neuroscience graph-superresolution geometric-deep-learning predictive-intelligence
Created 2021-06-07
9 commits to main branch, last one about a year ago
lsj2408
Transformer-M lsj2408
23
195
mit
6
[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)
molecule transformer graph-transformer molecular-modeling graph-neural-network general-purpose-molecular-model
Created 2022-10-04
19 commits to main branch, last one about a year ago
recursionpharma
gflownet recursionpharma
34
173
mit
38
GFlowNet library specialized for graph & molecular data
pytorch gflownet deep-learning graph-neural-network
Created 2022-02-24
164 commits to trunk branch, last one about a month ago
PeiJieSun
diffnet PeiJieSun
45
170
mit
4
Graph Neural Network based Social Recommendation Model. SIGIR2019.
gcn gnn sigir2019 neural-graph neural-network recommendation graph-neural-network neural-network-graph social-recommendation graph-convolutional-network neural-graph-recommendation
Created 2019-04-19
104 commits to master branch, last one 26 days ago
gzcsudo
Awesome-Hypergraph-Network gzcsudo
20
168
unknown
4
A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.
graph hypergraph awesome-list hypergraph-theory higher-order-graph graph-neural-network hypergraph-neural-network
Created 2022-01-12
138 commits to main branch, last one 5 months ago