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The Top 23 Graph Neural Open Source Projects

Open source projects categorized as Graph Neural
Gnnpapers ⭐ 15,156
Must-read papers on graph neural networks (GNN)
most recent commit 4 months ago
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34most recent commit 3 months agopypi spektral} Downloads
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35most recent commit 3 months ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4most recent commit a year agopypi jraph} Downloads
Cnn_graph ⭐ 991
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
most recent commit 4 years ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8most recent commit 7 months agopypi neural-structured-learning} Downloads
Deep Finance ⭐ 942
Datasets, papers and books on AI & Finance.
most recent commit 2 years ago
Tf Gnn Samples ⭐ 848
TensorFlow implementations of Graph Neural Networks
most recent commit a year ago
Powerful Gnns ⭐ 762
How Powerful are Graph Neural Networks?
most recent commit 3 years ago
Graph Based Nn ⭐ 730
Graph Convolutional Networks (GCNs)
most recent commit 6 years ago
Must Read Papers And Continuous Tracking On Graph Neural Network Gnn Progress ⭐ 699
Papers on Graph neural network(GNN)
most recent commit a year 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
Graphneuralnetwork ⭐ 568
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
most recent commit 2 years ago
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17most recent commit a year agopypi dgllife} Downloads
Onnx Go ⭐ 547
onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.
dependent packages 1total releases 5most recent commit 6 months ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Graph Rcnn.pytorch ⭐ 482
Pytorch code for our ECCV 2018 paper "Graph R-CNN for Scene Graph Generation" and other papers
most recent commit 4 years ago
Tf_geometric ⭐ 460
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x
total releases 102most recent commit 5 months ago
Few Shot Gnn ⭐ 459
most recent commit 3 years ago
Spatio Temporal Paper List ⭐ 396
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
most recent commit 4 years ago
Graph Neural Networks ⭐ 392
most recent commit 5 years ago
The 9 Most Depended On Graph Neural Open Source Projects
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4latest release August 12, 2022most recent commit a year agopypi jraph} Downloads
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 3 months agopypi spektral} Downloads
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17latest release December 21, 2022most recent commit a year agopypi dgllife} Downloads
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Tf2 Gnn ⭐ 368
TensorFlow 2 library implementing Graph Neural Networks
dependent packages 2total releases 23latest release August 10, 2023most recent commit 9 months agopypi tf2-gnn} Downloads
Onnx Go ⭐ 547
onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.
dependent packages 1total releases 5latest release October 26, 2021most recent commit 6 months ago
Deepstruct ⭐ 10
Sparse Neural Network Tools
dependent packages 1total releases 7latest release January 18, 2023most recent commit a year agopypi deepstruct} Downloads
The 10 Latest Releases In Graph Neural Open Source Projects
Spago ⭐ 1,691
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 9total releases 35latest release October 30, 2023most recent commit 3 months ago
Tf2 Gnn ⭐ 368
TensorFlow 2 library implementing Graph Neural Networks
dependent packages 2total releases 23latest release August 10, 2023most recent commit 9 months agopypi tf2-gnn} Downloads
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 3 months agopypi spektral} Downloads
Deepstruct ⭐ 10
Sparse Neural Network Tools
dependent packages 1total releases 7latest release January 18, 2023most recent commit a year agopypi deepstruct} Downloads
Tf_geometric ⭐ 460
Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x
total releases 102latest release December 27, 2022most recent commit 5 months ago
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17latest release December 21, 2022most recent commit a year agopypi dgllife} Downloads
Jraph ⭐ 1,141
A Graph Neural Network Library in Jax
dependent packages 11total releases 4latest release August 12, 2022most recent commit a year agopypi jraph} Downloads
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Neuralogic ⭐ 84
Deep relational learning through differentiable logic programming.
total releases 2latest release February 23, 2022most recent commit 4 months ago
Onnx Go ⭐ 547
onnx-go gives the ability to import a pre-trained neural network within Go without being linked to a framework or library.
dependent packages 1total releases 5latest release October 26, 2021most recent commit 6 months ago
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