33 results found Sort:

THUMNLab
AutoGL THUMNLab
118
1.1k
apache-2.0
28
An autoML framework & toolkit for machine learning on graphs.
automl pytorch deep-learning machine-learning pytorch-geometric graph-neural-networks neural-architecture-search hyper-parameter-optimization
Created 2020-11-30
743 commits to main branch, last one 3 months ago
a-r-j
graphein a-r-j
125
990
mit
19
Protein Graph Library
dgl rna python protein pytorch interactome ppi-networks deep-learning interactomics bioinformatics drug-discovery protein-design protein-data-bank protein-structure pytorch-geometric structural-biology computational-biology graph-neural-networks geometric-deep-learning gene-regulatory-networks
Created 2019-08-28
796 commits to master branch, last one 12 days ago
chaitjo
geometric-gnn-dojo chaitjo
40
436
mit
10
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
e3nn pytorch equivariance geometric-graphs graph-isomorphism pytorch-geometric equivariant-networks graph-neural-networks geometric-deep-learning
Created 2023-01-21
26 commits to main branch, last one 11 months ago
lukecavabarrett
pna lukecavabarrett
55
331
mit
5
Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric
dgl pytorch pytorch-geometric graph-neural-networks graph-machine-learning
Created 2020-04-01
82 commits to master branch, last one about a year ago
qitianwu
DIFFormer qitianwu
32
276
unknown
11
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
pytorch iclr2023 attention diffusion large-graph transformer graph-transformer pytorch-geometric diffusion-equation node-classification text-classification image-classification graph-neural-networks geometric-deep-learning pytorch-geometric-temporal spatial-temporal-forecasting
Created 2023-03-01
14 commits to main branch, last one 10 months ago
benedekrozemberczki
SGCN benedekrozemberczki
59
268
gpl-3.0
12
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn gpt2 gpt3 sgcn pytorch deepwalk node2vec graphsage transformer deep-learning neural-network signed-network graph-attention graph-embedding machine-learning graph-convolution network-embedding pytorch-geometric node-classification graph-neural-networks
Created 2018-12-07
135 commits to master branch, last one about a year ago
qitianwu
NodeFormer qitianwu
25
267
unknown
4
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
pytorch large-graph neurips-2022 graph-transformer pytorch-geometric node-classification relational-learning text-classification image-classification graph-neural-networks graph-structure-learning
Created 2022-11-04
29 commits to main branch, last one 2 months ago
mlabonne
graph-neural-network-course mlabonne
54
236
unknown
7
Free hands-on course about Graph Neural Networks using PyTorch Geometric.
pytorch deep-learning neural-network pytorch-geometric graph-neural-networks graph-attention-networks graph-convolutional-networks
Created 2022-04-19
21 commits to main branch, last one 9 months ago
yuyangw
MolCLR yuyangw
55
231
mit
1
Implementation of MolCLR: "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyG.
pytorch molecule deep-learning pytorch-geometric graph-neural-networks self-supervised-learning
Created 2021-11-03
10 commits to master branch, last one about a year ago
drprojects
DeepViewAgg drprojects
23
216
other
10
[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"
cvpr image s3dis pytorch cvpr2022 attention kitti-360 multi-view multimodal point-cloud deep-learning torch-points3d pytorch-geometric semantic-segmentation multimodal-deep-learning point-cloud-segmentation
Created 2022-04-15
2,640 commits to release branch, last one 9 months ago
divelab
GOOD divelab
19
176
gpl-3.0
3
GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]
pytorch graph-ood deep-learning pytorch-geometric distribution-shift invariant-learning graph-neural-networks out-of-distribution-generalization
Created 2022-06-05
222 commits to GOODv1 branch, last one 2 months ago
rusty1s
pyg_autoscale rusty1s
27
157
mit
5
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
pytorch scalability pytorch-geometric graph-neural-networks
Created 2021-02-02
78 commits to master branch, last one about a year ago
HannesStark
3DInfomax HannesStark
31
146
unknown
3
Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
3d gnn graph dgl-graph molecules pytorch-geometric graph-neural-networks self-supervised-learning graph-representation-learning
Created 2021-05-17
900 commits to master branch, last one 2 years ago
chaitjo
geometric-rna-design chaitjo
10
122
mit
6
gRNAde: Geometric Deep Learning for 3D RNA inverse design
pytorch rna-structure inverse-design pytorch-geometric biomolecule-design graph-neural-networks geometric-deep-learning
Created 2023-05-24
50 commits to main branch, last one 9 days ago
SherylHYX
pytorch_geometric_signed_directed SherylHYX
15
114
mit
7
PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.
gnn python pytorch networks deep-learning signed-networks machine-learning directed-networks pytorch-geometric graph-neural-netowrks
Created 2021-10-28
615 commits to main branch, last one 3 months ago
BorgwardtLab
TOGL BorgwardtLab
20
102
bsd-3-clause
8
Topological Graph Neural Networks (ICLR 2022)
pytorch iclr2022 graph-learning machine-learning pytorch-geometric node-classification persistent-homology graph-classification
Created 2021-01-11
286 commits to main branch, last one about a year ago
rubenwiersma
hsn rubenwiersma
15
85
mit
7
Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features
3d pytorch siggraph pytorch-geometric geometric-deep-learning convolutional-neural-networks
Created 2020-04-28
19 commits to master branch, last one about a year ago
EdisonLeeeee
GreatX EdisonLeeeee
11
80
mit
7
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
pytorch inherent-noise pytorch-geometric distribution-shift adversarial-attacks graph-neural-networks graph-reliability-toolbox graph-convolutional-networks
Created 2021-11-15
309 commits to master branch, last one 8 months ago
qitianwu
GraphOOD-GNNSafe qitianwu
4
68
unknown
4
The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"
pytorch large-graph deep-learning trustworthy-ai anamoly-detection label-propagation outlier-detection pytorch-geometric distribution-shift node-classification graph-neural-networks artificial-intelligence geometric-deep-learning out-of-distribution-detection out-of-distribution-generalization
Created 2023-01-24
15 commits to main branch, last one 10 months ago
arangoml
fastgraphml arangoml
6
64
unknown
6
Given an input graph (ArangoDB or PyG) it generates graph embeddings using Low-Code framework built on top of PyG.
embeddings machine-learning pytorch-geometric graph-neural-networks graph-machine-learning
Created 2022-09-29
175 commits to main branch, last one about a year ago
SRA2
SPELL SRA2
9
63
mit
3
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection (ECCV 2022)
eccv eccv2022 ava-dataset graph-learning pytorch-geometric active-speaker-detection
Created 2022-07-07
13 commits to main branch, last one 7 months ago
mukhlishga
gnn-powerflow mukhlishga
13
56
unknown
1
Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework. My Master Thesis at Eindhoven University of Technology
python pytorch electrical power-flow neural-network machine-learning pytorch-geometric graph-neural-network electrical-engineering artificial-intelligence
Created 2021-10-09
18 commits to main branch, last one 2 years ago
XiaShan1227
GNN-Tutorial XiaShan1227
8
53
unknown
1
B站GNN教程资料
gat gcn gnn gatv2 pytorch networkx graphsage cluster-gcn link-prediction pytorch-geometric attention-mechanism heterogeneous-graph-neural-network
Created 2024-01-14
35 commits to main branch, last one about a month ago
gospodima
Extended-SimGNN gospodima
12
52
mit
4
A PyTorch Geometric implementation of SimGNN with some extensions.
gcn gnn simgnn pytorch deep-learning machine-learning network-embedding pytorch-geometric graph-edit-distance graph-neural-networks graph-isomorphism-network graph-convolutional-networks
Created 2019-08-15
23 commits to master branch, last one 2 years ago
mlvlab
SELAR mlvlab
12
51
unknown
4
Official PyTorch Implementation of "Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs". NeurIPS 2020.
machine-learning pytorch-geometric graph-neural-networks
Created 2020-10-22
12 commits to main branch, last one 3 years ago
tk-rusch
GraphCON tk-rusch
7
50
unknown
3
GraphCON (ICML 2022)
icml icml-2022 oversmoothing pytorch-geometric graph-neural-networks graph-attention-networks graph-convolutional-networks
Created 2021-08-13
114 commits to main branch, last one about a year ago
tk-rusch
gradientgating tk-rusch
3
50
mit
2
Gradient gating (ICLR 2023)
gat gcn iclr pytorch iclr2023 graphsage heterophily oversmoothing message-passing pytorch-geometric graph-neural-networks
Created 2022-10-03
16 commits to main branch, last one about a year ago
benedekrozemberczki
spatiotemporal_datasets benedekrozemberczki
5
47
apache-2.0
3
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
gcn gnn dataset pytorch deepwalk node2vec analytics benchmark time-series data-science epidemiology spatial-data deep-learning machine-learning spatial-analysis pytorch-geometric time-series-analysis spatial-data-analysis vector-autoregression
Created 2021-02-03
41 commits to main branch, last one 2 months ago
balcilar
gnn-spectral-expressive-power balcilar
4
45
gpl-3.0
1
Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021
gnn graph datasets tensorflow pytorch-geometric spectral-analysis expressiveness-analysis
Created 2021-02-06
68 commits to main branch, last one 2 years ago
sisaman
LPGNN sisaman
15
43
mit
3
Locally Private Graph Neural Networks (ACM CCS 2021)
pytorch deep-learning pytorch-geometric deep-graph-library graph-deep-learning differential-privacy graph-neural-networks
Created 2020-04-01
799 commits to master branch, last one 9 months ago