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The Top 23 Graph Convolutional Networks Open Source Projects

Open source projects categorized as Graph Convolutional Networks
Categories > Graph Convolutional Networks
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40most recent commit 12 hours agopypi torch-geometric} Downloads
Awesome Graph Classification ⭐ 4,703
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit a year ago
Graph Based Deep Learning Literature ⭐ 4,418
links to conference publications in graph-based deep learning
most recent commit 5 months ago
Euler ⭐ 2,846
A distributed graph deep learning framework.
total releases 2most recent commit 10 months ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Mmskeleton ⭐ 2,604
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
most recent commit a year ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Graph Fraud Detection Papers ⭐ 1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
most recent commit 4 months ago
Text_gcn ⭐ 1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
most recent commit 3 years ago
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13most recent commit 5 months agopypi deeprobust} Downloads
Gnn4nlp Papers ⭐ 824
A list of recent papers about Graph Neural Network methods applied in NLP areas.
most recent commit a year ago
Gnns Recipe ⭐ 791
🟠 A study guide to learn about Graph Neural Networks (GNNs)
most recent commit a year ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit 2 years ago
Ad_examples ⭐ 738
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
most recent commit 2 years ago
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit a year ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Gnns For Nlp ⭐ 619
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
most recent commit 3 years ago
Chainer Chemistry ⭐ 609
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
most recent commit a year ago
Gnn Recommender Systems ⭐ 551
An index of recommendation algorithms that are based on Graph Neural Networks.
most recent commit a year ago
Typedb Ml ⭐ 550
TypeDB-ML is the Machine Learning integrations library for TypeDB
total releases 7most recent commit 5 months ago
Compgcn ⭐ 519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
most recent commit a year ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Efficient Gnns ⭐ 490
Code and resources on scalable and efficient Graph Neural Networks
most recent commit a year ago
The 5 Most Depended On Graph Convolutional Networks Open Source Projects
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 12 hours agopypi torch-geometric} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Pyg Lib ⭐ 137
Low-Level Graph Neural Network Operators for PyG
dependent packages 1total releases 1latest release April 13, 2023most recent commit 3 months agopypi pyg-library} Downloads
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
The 10 Latest Releases In Graph Convolutional Networks Open Source Projects
Deeprobust ⭐ 904
A pytorch adversarial library for attack and defense methods on images and graphs
dependent packages 1total releases 13latest release November 13, 2023most recent commit 5 months agopypi deeprobust} Downloads
Pytorch_geometric ⭐ 20,093
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 12 hours agopypi torch-geometric} Downloads
Pyg Lib ⭐ 137
Low-Level Graph Neural Network Operators for PyG
dependent packages 1total releases 1latest release April 13, 2023most recent commit 3 months agopypi pyg-library} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Greatx ⭐ 75
A graph reliability toolbox based on PyTorch and PyTorch Geometric (PyG).
total releases 1latest release June 09, 2022most recent commit 8 months ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Typedb Ml ⭐ 550
TypeDB-ML is the Machine Learning integrations library for TypeDB
total releases 7latest release August 19, 2020most recent commit 5 months ago
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