Graph Neural Networks with Keras and Tensorflow 2.
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Jan 21, 2024 - Python
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graph-deep-learning
Here are 14 public repositories matching this topic...
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
transformers transformer attention aaai graph-neural-networks graph-deep-learning graph-transformer transformer-networks
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Jul 27, 2021 - Python
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
text-classification transformer graph-machine-learning graph-embeddings graph-classification self-attention graph-neural-networks graph-representation-learning transformer-models node-embeddings graph-deep-learning graph-transformer
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Aug 16, 2022 - Python
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
graphs transformers attention representation-learning molecules message-passing lspe geometric-deep-learning graph-neural-networks graph-representation-learning gnn graph-deep-learning positional-encoding graph-transformer transformer-networks gnn-lspe
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Feb 10, 2022 - Python
Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch
machine-learning deep-neural-networks deep-learning graph-convolutional-networks gcn bayesian-neural-networks gcnn bayesian-deep-learning graph-neural-networks graph-neural-network graphneuralnetwork graph-deep-learning
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Aug 13, 2020 - Python
An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021
deep-learning pytorch neural-networks graph-neural-networks gnn graph-deep-learning graph-transformer
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Apr 20, 2024 - Python
slientruss3d : Python for stable truss analysis and optimization tool
python deep-learning optimization architecture genetic-algorithm python3 pytorch structural-engineering structural-analysis civil-engineering truss truss-solver pytorch-geometric truss-analysis graph-deep-learning truss-optimization slientruss3d structure-optimization generate-truss-data
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Feb 14, 2023 - Python
NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch
nlp natural-language-processing neural-network crf pytorch neural bert gcn srl semantic-role-labeling biaffine graph-convolutional-network attention-layer gcn-architecture graph-deep-learning conditional-random-field biaffine-attention-layer
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Sep 12, 2020 - Python
Tumor2Graph: a novel Overall-Tumor-Profile-derived virtual graph deep learning for predicting tumor typing and subtyping.
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Sep 2, 2021 - Python
Antibiotic discovery using graph deep learning, with Chemprop.
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Mar 16, 2022 - Python
A repo for baseline of graph pooling.
graph pytorch pooling-layers graph-classification pyg graph-neural-networks graph-pooling graph-deep-learning
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Nov 14, 2022 - Python
Graph Deep Learning Course Presentation - Action and Emotion Recognition by Graph Convolutional Network(GCN)
usi emotion-recognition body-tracking graph-deep-learning universita-della-svizzera-italiana university-of-lugano
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Nov 7, 2024 - Python
Source code and data of the paper entitled "iACP-GCR: Identifying multi-target anticancer compounds using multitask learning on graph convolutional residual neural networks"
machine-learning deep-learning resnet graph-convolutional-networks multitask-learning graph-deep-learning anticancer
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Jul 22, 2024 - Python
Final assignment of EE226 course in SJTU by Group 12
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Jan 11, 2022 - Python
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