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The Top 23 Graph Pytorch Open Source Projects

Open source projects categorized as Graph Pytorch
Dgl ⭐ 11,434
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 31total releases 441most recent commit an hour agopypi dgl} Downloads
Pygcn ⭐ 2,952
Graph Convolutional Networks in PyTorch
most recent commit 3 years ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 2 years ago
Pytorch_geometric_temporal ⭐ 1,983
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 2total releases 46most recent commit 5 days agopypi torch-geometric-temporal} Downloads
Pytorchviz ⭐ 1,851
A small package to create visualizations of PyTorch execution graphs
most recent commit 2 years ago
Pygat ⭐ 1,684
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
most recent commit 2 years ago
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3most recent commit a year agopypi hiddenlayer} Downloads
Cogdl ⭐ 1,407
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 16most recent commit 5 days agopypi cogdl} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit 9 days ago
Graph Learn ⭐ 1,157
An Industrial Graph Neural Network Framework
total releases 3most recent commit 21 days ago
Autogl ⭐ 871
An autoML framework & toolkit for machine learning on graphs.
most recent commit 3 months ago
Deeprobust ⭐ 791
A pytorch adversarial library for attack and defense methods on images and graphs
total releases 8most recent commit 24 days ago
Graphein ⭐ 777
Protein Graph Library
total releases 19most recent commit a day ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit a year ago
Graph_transformer_networks ⭐ 694
Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)
most recent commit a month 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 5 months ago
Pytorch_cluster ⭐ 619
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 11total releases 40most recent commit 11 days agopypi torch-cluster} Downloads
Gnns For Nlp ⭐ 619
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
most recent commit 2 years ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit 2 months ago
Compgcn ⭐ 519
ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks
most recent commit a month ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit 9 days ago
Deepsnap ⭐ 461
Python library assists deep learning on graphs
dependent packages 1total releases 5most recent commit 16 hours agopypi deepsnap} Downloads
2s Agcn ⭐ 451
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
most recent commit 2 years ago
The 8 Most Depended On Graph Pytorch Open Source Projects
Dgl ⭐ 11,434
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 31total releases 441latest release March 16, 2022most recent commit an hour agopypi dgl} Downloads
Pytorch_cluster ⭐ 619
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 11total releases 40latest release March 11, 2022most recent commit 11 days agopypi torch-cluster} Downloads
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3latest release April 24, 2020most recent commit a year agopypi hiddenlayer} Downloads
Amrlib ⭐ 161
A python library that makes AMR parsing, generation and visualization simple.
dependent packages 2total releases 13latest release March 08, 2022most recent commit 3 months agopypi amrlib} Downloads
Deepsnap ⭐ 461
Python library assists deep learning on graphs
dependent packages 1total releases 5latest release September 05, 2021most recent commit 16 hours agopypi deepsnap} Downloads
Stog ⭐ 87
AMR Parsing as Sequence-to-Graph Transduction
dependent packages 1total releases 20latest release October 30, 2021most recent commit 3 years agopypi unofficial-stog} Downloads
Cogdl ⭐ 1,407
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 16latest release June 01, 2022most recent commit 5 days agopypi cogdl} Downloads
The 10 Latest Releases In Graph Pytorch Open Source Projects
Torchkge ⭐ 303
TorchKGE: Knowledge Graph embedding in Python and PyTorch.
total releases 59latest release July 04, 2022most recent commit 2 months ago
Cogdl ⭐ 1,407
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 16latest release June 01, 2022most recent commit 5 days agopypi cogdl} Downloads
Graphein ⭐ 777
Protein Graph Library
total releases 19latest release April 20, 2022most recent commit a day ago
Dgl ⭐ 11,434
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 31total releases 441latest release March 16, 2022most recent commit an hour agopypi dgl} Downloads
Pytorch_cluster ⭐ 619
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 11total releases 40latest release March 11, 2022most recent commit 11 days agopypi torch-cluster} Downloads
Amrlib ⭐ 161
A python library that makes AMR parsing, generation and visualization simple.
dependent packages 2total releases 13latest release March 08, 2022most recent commit 3 months agopypi amrlib} Downloads
Pydgn ⭐ 194
A research library for Deep Graph Networks
total releases 7latest release February 15, 2022most recent commit 5 days ago
Deeprobust ⭐ 791
A pytorch adversarial library for attack and defense methods on images and graphs
total releases 8latest release November 07, 2021most recent commit 24 days ago
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