Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for graph attention networks
graph-attention-networks
x
41 search results found
Awesome Graph Classification
⭐
4,703
A collection of important graph embedding, classification and representation learning papers with implementations.
Gat
⭐
2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Pytorch Gat
⭐
1,815
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
Pygat
⭐
1,684
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
Capsgnn
⭐
1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Gnn4nlp Papers
⭐
824
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Graph_nets
⭐
769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Knowledge_graph_attention_network
⭐
434
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Mixhop And N Gcn
⭐
389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
Awesome Gcn
⭐
377
resources for graph convolutional networks (图卷积神经网络相关资源)
Han
⭐
307
Heterogeneous Graph Neural Network
Keras Gat
⭐
301
Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)
Mtad Gat Pytorch
⭐
265
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
Deepinf
⭐
171
DeepInf: Social Influence Prediction with Deep Learning
Kernelgat
⭐
147
The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.
How_attentive_are_gats
⭐
100
Code for the paper "How Attentive are Graph Attention Networks?"
Graph Neural Network Course
⭐
89
Free hands-on course about Graph Neural Networks using PyTorch Geometric.
Lamp
⭐
78
ECML 2019: Graph Neural Networks for Multi-Label Classification
Dagnet
⭐
72
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
Pytorch_han
⭐
55
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
A Unified Framework For Deep Attribute Graph Clustering
⭐
53
This project is a scalable unified framework for deep graph clustering.
Graphcon
⭐
45
GraphCON (ICML 2022)
Cova Web Object Detection
⭐
37
A Context-aware Visual Attention-based training pipeline for Object Detection from a Webpage screenshot!
Stwave
⭐
29
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
Lasagne
⭐
26
Source code for paper "Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks"
Traffic Speed Prediction
⭐
23
Using to predict the highway traffic speed
Selfgnn
⭐
20
A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).
Scan
⭐
18
[NLPCC 2020] Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks
Start
⭐
16
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
Ac Vrnn
⭐
16
PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"
Stgin
⭐
12
A Novel Spatio-Temporal Generative Inference Network for Predicting the Long-Term Highway Traffic Speed
Fake News Detection
⭐
12
Fake news detector based on the content and users associated with it using BERT and Graph Attention Networks (GAT).
Gcs_ki
⭐
10
What Has Been Enhanced in my Knowledge-Enhanced Language Model?
Travel Time Prediction
⭐
10
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
Cpa
⭐
7
Source code for our paper "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)
Curegraph
⭐
6
Smart Interface to identify HIV inhibitors
Graph Attention Networks
⭐
5
PyTorch implementation of Graph Attention Networks
Pytorch_gnn_implementation
⭐
5
PyTorch implementation of GNN models
Graph Matching Attention
⭐
5
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering
Pytorch_gat
⭐
5
Pytorch implementation of graph attention network
Graph Neural Networks
⭐
5
A deep learning library for graph data structures
1-41 of 41 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.