pyGAT
Graph Network Model
An implementation of the Graph Attention Network model using PyTorch.
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
3k stars
17 watching
691 forks
Language: Python
last commit: about 3 years agoLinked from 1 awesome list
attention-mechanismgraph-attention-networksneural-networkspythonpytorchself-attention
chihming/awesome-network-embeddingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 petarv-/gat | An implementation of Graph Attention Networks in TensorFlow for graph representation learning. | 3,261 |
 pyg-team/pytorch_geometric | A PyTorch-based library for training and applying Graph Neural Networks to structured data | 21,597 |
 tkipf/pygcn | A PyTorch implementation of a graph neural network architecture for semi-supervised classification | 5,214 |
 lukemelas/efficientnet-pytorch | A PyTorch implementation of EfficientNet convolutional neural networks | 7,971 |
 jwyang/faster-rcnn.pytorch | An object detection implementation built on top of PyTorch, supporting multi-image batch training and multiple GPUs. | 7,721 |
 taki0112/ugatit | An unsupervised image-to-image translation model with adaptive normalization and attention mechanisms. | 6,170 |
 benedekrozemberczki/appnp | A PyTorch implementation of a graph neural network model that learns personalized node representations | 367 |
 yunjey/pytorch-tutorial | A comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage. | 30,401 |
 timesler/facenet-pytorch | This project provides pre-trained PyTorch models for face detection and recognition tasks. | 4,611 |
 szagoruyko/pytorchviz | A tool to visualize PyTorch execution graphs and traces | 3,251 |
| benedekrozemberczki/pytorch_geometric_temporal | A PyTorch extension for building temporal graph neural networks with support for recurrent and attention-based models | 2,694 |
 lucidrains/imagen-pytorch | Implements Google's Text-to-Image Neural Network in PyTorch using a cascading DDPM architecture with dynamic clipping and noise level conditioning. | 8,127 |
 dawnranger/pytorch-agnn | An implementation of an attention-based graph neural network in PyTorch for semi-supervised learning | 146 |
 pytorch/pytorch | A Python library providing tensors and dynamic neural networks with strong GPU acceleration | 84,978 |
| benedekrozemberczki/gam | An implementation of a graph classification model using structural attention and PyTorch | 270 |