17 results found Sort:

benedekrozemberczki
pytorch_geometric_temporal benedekrozemberczki
360
2.5k
mit
40
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
gcn gnn pytorch spatial-data deep-learning temporal-data node-embedding spatiotemporal graph-embedding network-science temporal-graphs spatial-analysis graph-convolution network-embedding temporal-networks spatio-temporal-data graph-neural-networks spatio-temporal-analysis graph-convolutional-networks
Created 2020-06-27
1,936 commits to master branch, last one 11 months ago
benedekrozemberczki
CapsGNN benedekrozemberczki
199
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
benedekrozemberczki
ClusterGCN benedekrozemberczki
135
780
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one about a year ago
benedekrozemberczki
SimGNN benedekrozemberczki
147
723
gpl-3.0
11
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
gcn ged gnn wsdm simgnn pytorch sklearn tensorflow deep-learning neural-network tensor-network graph-attention graph-embedding graph-similarity machine-learning graph-convolution network-embedding attention-mechanism graph-edit-distance graph-classification
Created 2019-01-31
172 commits to master branch, last one about a year ago
benedekrozemberczki
datasets benedekrozemberczki
83
593
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 2 months ago
benedekrozemberczki
GraphWaveletNeuralNetwork benedekrozemberczki
114
561
gpl-3.0
16
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
gcn gpt2 gpt3 gwnn iclr pytorch sklearn deepwalk node2vec research graphsage tensorflow transformer deep-learning machine-learning graph-convolution graph-representation graph-neural-networks graph-convolutional-network convolutional-neural-networks
Created 2019-01-18
118 commits to master branch, last one about a year ago
benedekrozemberczki
MixHop-and-N-GCN benedekrozemberczki
56
398
gpl-3.0
15
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
gcn ngcn mixhop pytorch walklet deepwalk node2vec walklets tensorflow multi-scale pytorch-cnn convolutional deep-learning graph-attention machine-learning graph-convolution convolutional-layers graph-attention-networks convolutional-neural-networks graph-representation-learning
Created 2019-02-23
141 commits to master branch, last one about a year 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
benedekrozemberczki
GAM benedekrozemberczki
57
265
gpl-3.0
12
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
gcn pytorch sklearn deepwalk node2vec attention graph2vec graphsage graph-attention neural-networks machine-learning graph-convolution transfer-learning reinforcement-agent graph-classification structural-attention reinforcement-learning deep-reinforcement-learning
Created 2018-12-28
95 commits to master branch, last one about a year ago
benedekrozemberczki
SEAL-CI benedekrozemberczki
49
207
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
dhavalpotdar
Graph-Convolution-on-Structured-Documents dhavalpotdar
62
143
unknown
11
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
deep-learning computer-vision graph-convolution geometric-deep-learning
Created 2019-11-08
6 commits to master branch, last one 4 years ago
benedekrozemberczki
walklets benedekrozemberczki
22
101
gpl-3.0
9
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
gensim walklet deepwalk graphlet node2vec word2vec embedding multiscale graph-mining deep-learning dont-walk-skip node-embedding word-embedding edge-prediction graph-embedding machine-learning graph-convolution node-classification graph-neural-networks dimensionality-reduction
Created 2018-08-09
97 commits to master branch, last one about a year ago
aimat-lab
gcnn_keras aimat-lab
28
100
mit
7
Graph convolutions in Keras with TensorFlow, PyTorch or Jax.
graphs networks molecules graph-networks ragged-tensors neural-networks graph-algorithms machine-learning graph-convolution
Created 2020-07-17
3,099 commits to master branch, last one about a month ago
FangpingWan
NeoDTI FangpingWan
33
72
apache-2.0
5
NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions
deep-learning bioinformatics machine-learning graph-convolution computational-biology
Created 2018-03-26
28 commits to master branch, last one 3 years ago
benedekrozemberczki
TENE benedekrozemberczki
17
71
gpl-3.0
4
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne tadw pytorch deepwalk node2vec tensorflow deep-learning node-embedding graph-embedding machine-learning graph-convolution network-embedding feature-extraction node-classification pattern-recognition attributed-embedding graph-neural-network matrix-decomposition matrix-factorization implicit-factorization
Created 2018-12-06
45 commits to master branch, last one about a year ago
he-dhamo
simsg he-dhamo
18
56
apache-2.0
4
Semantic Image Manipulation using Scene Graphs (CVPR 2020)
gans pytorch scene-graphs deep-learning generative-models graph-convolution image-manipulation
Created 2020-05-28
6 commits to master branch, last one 2 years ago
benedekrozemberczki
FEATHER benedekrozemberczki
12
43
mit
3
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
graph pytorch deepwalk networkx node2vec graph2vec tensorflow data-mining graph-kernel deep-learning neural-network node-embedding graph-embedding machine-learning graph-convolution network-embedding node-classification deep-neural-networks graph-classification representation-learning
Created 2020-02-17
139 commits to master branch, last one about a year ago