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33 search results found

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Graph Learn ⭐ 1,239

An Industrial Graph Neural Network Framework

Ktrain ⭐ 1,188

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Graphwaveletneuralnetwork ⭐ 501

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

Graphgallery ⭐ 440

GraphGallery is a gallery for benchmarking Graph Neural Networks.

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Seal Ci ⭐ 206

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Deepsphere Cosmo Tf1 ⭐ 129

A spherical convolutional neural network for cosmology (TFv1).

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Pgexplainer ⭐ 90

Parameterized Explainer for Graph Neural Network

Cogdl Tensorflow ⭐ 76

CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.

Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)

MAGNet: Multi-agents control using Graph Neural Networks

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

Pytorch_han ⭐ 55

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

Meta Gnn ⭐ 36

Implementation of Meta-GNN in TensorFlow

Molgraph ⭐ 34

Graph neural networks for molecular machine learning. Implemented and compatible with TensorFlow and Keras.

Code for "Learning Graph Cellular Automata" (NeurIPS 2021).

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Walk Transformer ⭐ 24

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

TensorFlow implementation of Graphical Attention Recurrent Neural Networks based on work by Cirstea et al., 2019.

Deep Vessel Segmentation by Learning Graphical Connectivity

Deepsphere Cosmo Tf2 ⭐ 17

A spherical convolutional neural network for cosmology (TFv2).

Deepsphere Tf1 ⭐ 12

DeepSphere: a graph-based spherical CNN (TensorFlow)

Yassqueendb ⭐ 10

Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀

Traffic Flow Prediction ⭐ 10

This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.

Kgcn_keras ⭐ 9

A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation

Tensorflow 2.0 implementation of Knowledge Graph Convolutional Networks for Recommender Systems

Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in multi-physics modeling of soft tissues.

Bert_gnn_arxiv ⭐ 6

Multi-class Classification with fine-tuned BERT & GNN

MATH 490 Final Project: Approximating solutions to the decision variant of the TSP with Graph Neural Networks

Skeleton Action Recognition ⭐ 5

NTU RGB+D Dataset Action Recognition with GNNs and CNNs

Gnn Learning And Integration ⭐ 5

Awesome GNN Learning For beginners

Learning to Drop: Robust Graph Neural Network via Topological Denoising

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1-33 of 33 search results

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