keras-attention
Attention layer
A Keras layer implementing an attention mechanism for natural language processing tasks
Keras Attention Layer (Luong and Bahdanau scores).
3k stars
78 watching
675 forks
Language: Python
last commit: about 1 year ago
Linked from 2 awesome lists
attention-mechanismattention-modeldeep-learningkeraskeras-neural-networks
Related projects:
Repository | Description | Stars |
---|---|---|
leriomaggio/deep-learning-keras-tensorflow | A comprehensive tutorial on building and training deep neural networks using Keras and TensorFlow | 2,951 |
petarv-/gat | An implementation of Graph Attention Networks in TensorFlow for graph representation learning. | 3,261 |
raghakot/keras-vis | A toolkit for visualizing and debugging neural network models using techniques like activation maximization and saliency maps. | 2,985 |
jessevig/bertviz | An interactive tool for visualizing attention in Transformer language models. | 7,019 |
diego999/pygat | An implementation of the Graph Attention Network model using PyTorch. | 2,935 |
keras-team/keras-tuner | A hyperparameter optimization framework for machine learning models | 2,860 |
philipperemy/keract | An open-source tool to extract and visualize layer outputs and gradients in Keras models | 1,050 |
sarus-tech/tf2-published-models | Implementations of classical machine learning models using TensorFlow 2 and Keras API. | 38 |
keras-team/autokeras | An open-source AutoML system for deep learning based on Keras. | 9,172 |
binroot/tensorflow-book | A comprehensive resource for learning machine learning using TensorFlow. | 4,453 |
kobiso/cbam-keras | A repository implementing a Keras-based architecture for improving neural network representation power with attention mechanisms and squeeze-and-excitation networks. | 363 |
qqwweee/keras-yolo3 | An open source implementation of YOLOv3 using Keras and TensorFlow | 7,138 |
huyz1117/bam | An implementation of the Bottleneck Attention Module in TensorFlow using attention mechanism | 12 |
tensorflow/model-analysis | Evaluates and visualizes the performance of machine learning models. | 1,258 |
vladkryvoruchko/pspnet-keras-tensorflow | An implementation of a deep learning model for image segmentation using TensorFlow and Keras | 394 |