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The Top 23 Graph Neural Open Source Projects

Open source projects categorized as Graph Neural
Gaug ⭐ 65
AAAI'21: Data Augmentation for Graph Neural Networks
most recent commit 3 years ago
Unf ⭐ 63
UNF(Universal NLP Framework)
most recent commit 4 years ago
Gntk ⭐ 63
Implementation of Graph Neural Tangent Kernel (NeurIPS 2019)
most recent commit 4 years ago
Keras Deep Graph Learning ⭐ 59
Welcome to Keras Deep Learning on Graphs (Keras-DGL) http://vermaMachineLearning.github.io/keras-deep-g
most recent commit 5 years ago
Autodiff ⭐ 58
Rudimentary automatic differentiation framework
most recent commit 5 years ago
Ngnn ⭐ 58
[WWW 2019] Code and dataset for "Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks"
most recent commit 3 years ago
Ngcf Pytorch ⭐ 57
PyTorch Implementation for Neural Graph Collaborative Filtering
most recent commit 3 years ago
Idgl ⭐ 55
Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".
most recent commit 3 years ago
Embedded_gcnn ⭐ 54
Embedded Graph Convolutional Neural Networks (EGCNN) in TensorFlow
most recent commit 6 years ago
Scgnn ⭐ 53
scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural networks
most recent commit 2 years ago
Gnn_pathplanning ⭐ 52
Graph Neural Networks for Decentralized Path Planning
most recent commit 3 years ago
Gpscvuldetector ⭐ 52
Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection (TKDE 2021 Accepted)
most recent commit a year ago
Winter2021_cs249_gnn ⭐ 50
most recent commit a year ago
Neuralfactorgraph ⭐ 50
This repo contains the code for the paper Neural Factor Graph Models for Cross-lingual Morphological Tagging.
most recent commit 6 years ago
Gnns ⭐ 49
Collection of graph neural networks in pytorch
most recent commit 6 years ago
Ggnn For Babi Dataset.pytorch.1.0 ⭐ 48
A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN)
most recent commit 2 years ago
Gwnn ⭐ 47
A TensorFlow implementation of Graph Wavelet Neural Network
most recent commit 5 years ago
L2p Gnn ⭐ 46
Codes and datasets for AAAI-2021 paper "Learning to Pre-train Graph Neural Networks"
most recent commit 3 years ago
Graphattack ⭐ 45
Computational graph library for machine learning
most recent commit 6 years ago
Hyper Sagnn ⭐ 45
hypergraph representation learning, graph neural network
most recent commit 2 years ago
Adjacent Attention Network ⭐ 45
Graph neural network message passing reframed as a Transformer with local attention
most recent commit a year ago
Graph_cnn ⭐ 44
Supplementary code to "Convolutional Neural Networks Generalization Utilizing the Data Graph Structure"
most recent commit 7 years ago
A Pgnn ⭐ 43
Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recommendation"
most recent commit 3 years ago
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