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Search results for tensorflow attention

267 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Transformer ⭐ 3,882

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Pygat ⭐ 1,684

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Nlp Journey ⭐ 1,563

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.

Bi Att Flow ⭐ 1,510

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

Attention Ocr ⭐ 957

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Spatial Transformer Network ⭐ 661

A Tensorflow implementation of Spatial Transformer Networks.

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Tensorflow Ocr ⭐ 616

🖺 OCR using tensorflow with attention

Tensorflow Implementation of R-Net

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Keras_cv_attention_models ⭐ 523

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,effi alias kecam

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Rnn Nlu ⭐ 454

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

Mac Network ⭐ 445

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Keras Unet Collection ⭐ 428

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.

Keras Text ⭐ 417

Text Classification Library in Keras

Aspect Based Sentiment Analysis ⭐ 413

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Hierarchical Attention Networks ⭐ 396

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Attention Ocr Chinese Version ⭐ 394

Attention OCR Based On Tensorflow

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Tacotronv2_wavernn_chinese ⭐ 344

tacotronV2 + wavernn 实现中文语音合成(Tensorflow + pytorch)

Transformer Tensorflow ⭐ 318

Implementation of Transformer Model in Tensorflow

Transformer Tensorflow ⭐ 304

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

Keras Gat ⭐ 301

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Code of Directional Self-Attention Network (DiSAN)

Tf Keras Vis ⭐ 286

Neural network visualization toolkit for tf.keras

Neural Summary Tensorflow ⭐ 276

Tensorflow_end2end_speech_recognition ⭐ 275

End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)

Td Lstm ⭐ 252

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Neural end-to-end Speech Translation Toolkit

Kd_methods_with_tf ⭐ 230

Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)

Probing Vits ⭐ 209

Probing the representations of Vision Transformers.

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Tensorflow Dsmm ⭐ 195

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Self Attentive Tensorflow ⭐ 190

Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

This project is a tensorflow implement of our work, CCM.

Snli Entailment ⭐ 181

attention model for entailment on SNLI corpus implemented in Tensorflow and Keras

Attention Over Attention ⭐ 174

Implementation of Attention-over-Attention Neural Networks for Reading Comprehension (https://arxiv.org/abs/1607.04423) in TensorFlow

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Sa Tensorflow ⭐ 153

Soft attention mechanism for video caption generation

Self Attention Gan Pytorch ⭐ 151

This is an almost exact replica in PyTorch of the Tensorflow version of Self-Attention GAN released by Google Brain in August 2018.

Resunetplusplus ⭐ 135

Official code for ResUNetplusplus for medical image segmentation (TensorFlow & Pytorch implementation) (IEEE ISM)

Question_answering_models ⭐ 131

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

Ccnet Pure Pytorch ⭐ 127

Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

Abstractive Summarization ⭐ 113

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Multi Label Text Classification ⭐ 99

Tensorflow+bilstm+attention+multi label text classify

Tensorflow Font2char2word2sent2doc ⭐ 98

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

Tensorflow Implement of GeoMAN, IJCAI-18

一个基于深度学习的中文聊天机器人，这里有详细的教程与代码，每份代码都有详细的注释，作为学习是美好的选 Chinese chatbot based on deep learning.

Residual Attention Network ⭐ 93

Delf_enhanced ⭐ 93

Wrapper of DELF Tensorflow Model

Machine Learning ⭐ 92

My Attempt(s) In The World Of ML/DL....

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Njunmt Tf ⭐ 90

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

Efficientdet Keras ⭐ 84

这是一个efficientdet-keras的源码，可以用于训练自己的模型。

Tensorflow_seq2seq ⭐ 83

Tensorflow中的Seq2Seq全家桶

Cbam Tensorflow Slim ⭐ 82

CBAM implementation on TensorFlow Slim

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Attend_infer_repeat ⭐ 77

A Tensorfflow implementation of Attend, Infer, Repeat

Official repository of the paper 'Attention-aware Multi-stroke Style Transfer' in CVPR 2019

Diverse Structure Inpainting ⭐ 72

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Hred Attention Tensorflow ⭐ 64

An extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.

Imcap_keras ⭐ 62

Image captioning with spatial attention using keras with tensorflow backend

My_seq2seq ⭐ 62

My seq2seq based on tensorflow

Cbam Tensorflow ⭐ 62

CBAM implementation on TensowFlow

Sequential_recommendation_tensorflow ⭐ 62

Several sequential recommended models implemented by tenosrflow1.x

Rc Experiments ⭐ 61

Reading Comprehension Experiments repository.

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

Fake_news_detection_deep_learning ⭐ 60

Fake News Detection using Deep Learning models in Tensorflow

Sequence To Sequence 101 ⭐ 60

a series of tutorials on sequence to sequence learning, implemented with PyTorch.

Avsr Tf1 ⭐ 59

Audio-Visual Speech Recognition using Sequence to Sequence Models

Time Attention ⭐ 58

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

Pop Music Highlighter ⭐ 57

"Pop Music Highlighter: Marking the Emotion Keypoints", TISMIR vol. 1, no. 1

flask+seq2seq【TensorFlow1.0, Pytorch】 🎨 🎨 在线聊天机器人 https://mp.weixin.qq.com/s/VpiAmVSTin3ALA8MnzhCJA 或 https://ask.hellobi.com/blog/python_shequ/14486

Efficientdet Tf2 ⭐ 56

这是一个efficientdet-tf2（tensorflow2）的源码，可以用于训练自己的模型。

Abivirnet ⭐ 56

Attention Bidirectional Video Recurrent Net

Pytorch_han ⭐ 55

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

Tf Var Attention ⭐ 55

Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)

Attention Over Attention Tf Qa ⭐ 55

论文“Attention-over-Attention Neural Networks for Reading Comprehension”中AoA模型实现

Retinaface Keras ⭐ 54

这是一个retinaface-keras的源码，可以用于训练自己的模型。

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