Keras Self Attention Alternatives

Attention mechanism for processing sequential data that considers the context for each timestamp.
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Alternatives To CyberZHG/keras-self-attention
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
danielegrattarola/spektral 2,317 0 6 about 2 years ago 34 June 01, 2023 67 mit Python
Graph Neural Networks with Keras and Tensorflow 2.
PetarV-/GAT 2,078 0 0 over 4 years ago 0 27 mit Python
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
msgi/nlp-journey 1,563 0 0 over 2 years ago 3 April 29, 2020 0 apache-2.0 Python
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
lucidrains/lambda-networks 1,110 0 0 over 5 years ago 11 November 18, 2020 8 mit Python
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
datalogue/keras-attention 656 0 0 almost 7 years ago 0 22 agpl-3.0 Python
Visualizing RNNs using the attention mechanism
ShawnyXiao/TextClassification-Keras 649 0 0 almost 5 years ago 0 13 mit Python
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
CyberZHG/keras-self-attention 570 11 9 about 4 years ago 43 January 22, 2022 0 mit Python
Attention mechanism for processing sequential data that considers the context for each timestamp.
leondgarse/keras_cv_attention_models 523 0 1 about 2 years ago 94 November 21, 2023 2 mit Python
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,efficientdet,edgenext,efficientformer,efficientnet,eva,fasternet,fastervit,fastvit,flexivit,gcvit,ghostnet,gpvit,hornet,hiera,iformer,inceptionnext,lcnet,levit,maxvit,mobilevit,moganet,nat,nfnets,pvt,swin,tinynet,tinyvit,uniformer,volo,vanillanet,yolor,yolov7,yolov8,yolox,gpt2,llama2, alias kecam
thushv89/attention_keras 429 0 0 about 3 years ago 0 11 mit Python
Keras Layer implementation of Attention for Sequential models
yingkaisha/keras-unet-collection 428 0 4 about 3 years ago 32 January 10, 2022 28 mit Python
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
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