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Search results for tensorflow attention mechanism

attention-mechanism x

95 search results found

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

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)

Show Attend And Tell ⭐ 904

TensorFlow Implementation of "Show, Attend and Tell"

Chatbot_cn ⭐ 850

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Text Summarization Tensorflow ⭐ 586

Tensorflow seq2seq Implementation of Text Summarization.

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

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Keras Gat ⭐ 301

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

Attention Mechanisms ⭐ 294

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Seq2seq_chatbot ⭐ 286

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam Movie Dialogs

Tensorflow_end2end_speech_recognition ⭐ 275

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

Hierarchical Multi Label Text Classification ⭐ 239

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

Realistic Handwriting with Tensorflow

Attentionalpoolingaction ⭐ 228

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

Attentive Gan Derainnet ⭐ 222

Unofficial tensorflow implemention of "Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018) " model https://maybeshewill-cv.github.io/attentive-gan-de

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

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

Hierarchical Attentive Recurrent Tracking

Fast Transformer ⭐ 132

An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow

[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.

Tensorflow Implement of GeoMAN, IJCAI-18

Self Attentive Emb Tf ⭐ 91

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

Attend_infer_repeat ⭐ 77

A Tensorfflow implementation of Attend, Infer, Repeat

Implementation of Query-guided Regression Network with Context Policy for Phrase Grounding in Tensorflow

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Fake_news_detection_deep_learning ⭐ 60

Fake News Detection using Deep Learning models in Tensorflow

Attentional Interfaces ⭐ 59

🔍 Attentional interfaces in TensorFlow.

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

Abivirnet ⭐ 56

Attention Bidirectional Video Recurrent Net

Tf Var Attention ⭐ 55

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

Sarcasm Detection ⭐ 52

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

Perceiver ⭐ 50

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Chatbot Startkit ⭐ 44

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

Transformer In Transformer ⭐ 40

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

🔥AttSets in Tensorflow (IJCV 2019)

Dcsp_segmentation ⭐ 33

Hierarchical Word Sense Disambiguation Using Wordnet Senses ⭐ 33

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

Sentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.

Mambatransformer ⭐ 31

Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling

Im2latex ⭐ 29

Tensorflow Implementation of Im2Latex

Lstm Attention ⭐ 29

Attention-based bidirectional LSTM for Classification Task (ICASSP)

Attention Ocr Toy Example ⭐ 28

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Attention Guided Sparsity ⭐ 25

Attention-Based Guided Structured Sparsity of Deep Neural Networks

Show Attend And Tell Keras ⭐ 25

Keras implementation of the "Show, Attend and Tell" paper

Attentiongatedvnet3d ⭐ 23

Attention Gated VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge

Extremely easy to use sequence to sequence library with attention, for text to text conversion tasks.

TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction", WSDM 2018

Tcan Tensorflow ⭐ 20

TensorFlow implementation of TCAN model for multivariate time series forecasting with sparse attention mechanisms.

Sharkticon ⭐ 20

Sharkticon is an anomaly detection system, it analyzes your network using a Transformers model adapted to the anomaly detection.

Neural Machine Translation ⭐ 20

build a neural machine translator using seq2seq, attention mechanism.

TensorFlow implementation of Graphical Attention Recurrent Neural Networks based on work by Cirstea et al., 2019.

Open-source code to support BSides 2019's talk: Bye-Bye False Positives: Using AI to Improve Detection

Keras implementation of "DFNet: Discriminative feature extraction and integration network for salient object detection"

Videocaptioning_att ⭐ 16

A video captioning tool using S2VT method and attention mechanism (TensorFlow)

Vision_transformer_tf ⭐ 16

This repository contains the TensorFlow implementation of the paper "AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE" known as vision transformers.

Resolutions 2019 ⭐ 16

A list of data mining and machine learning papers that I implemented in 2019.

Rendezvous ⭐ 14

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

Im2latex ⭐ 14

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

Retinal Disease Diagnosis With Residual Attention Networks ⭐ 13

Using Residual Attention Networks to diagnose retinal diseases in medical images

Sequencetosequence ⭐ 13

A seq2seq with attention dialogue/MT model implemented by TensorFlow.

Seq2seq Chatbot ⭐ 13

Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server

Chatbot Generative ⭐ 12

A generative-model based chatbot trained with Chinese corpus

Interactive Keras Captioning ⭐ 12

Interactive multimedia captioning with Keras

Pointer_generator_summarizer ⭐ 12

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

S2vt Seq2seq Video Captioning Attention ⭐ 12

S2VT (seq2seq) video captioning with bahdanau & luong attention implementation in Tensorflow

Gpt Mini ⭐ 11

Yet another minimalistic Tensorflow (re-)re-implementation of Karpathy's Pytorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer).

Ress Paper 2022.09 Remaining Useful Life Prediction By Tafcn ⭐ 10

The source code of paper: Trend attention fully convolutional network for remaining useful life estimation in the turbofan engine PHM of CMAPSS dataset. Signal selection, Attention mechanism, and Interpretability of deep learning are explored.

Text2phones ⭐ 10

Attentional Neural Network that translates text to phones.

Naivenmt Legacy ⭐ 9

An experimental implementation of NMT using tensorflow

Conformer ⭐ 9

An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

Cyclegan With Self Attention ⭐ 8

In this repository, I have developed a CycleGAN architecture with embedded Self-Attention Layers, that could solve three different complex tasks. Here the same principle Neural Network architecture has been used to solve the three different task. Although truth be told, my model has not exceeded any state of the art performances for the given task, but the architecture was powerful enough to understand the task that has been given to solve and produce considerably good results.

D2l_attention_mechanisms_in_tf ⭐ 8

This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

A collection of layers, ops, utilities and more for TensorFlow 2.0 high-level API Keras

Nystromformer ⭐ 7

An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention

Attentionmnistseq2seq ⭐ 6

Use encoder-decoder with Bahdanau attention to predict MNIST digits sequence

Thunlp Summarization ⭐ 6

Chatbot With Tensorflow And Keras ⭐ 6

Chatbot using Seq2Seq model and Attention

Chapter 9: Attention and Memory Augmented Networks

Mispronunciation Detection ⭐ 6

Mispronunciation detection code for jingju singing voice

Videocaptioningntm ⭐ 6

Multimodal architecture for video captioning with memory networks and attention mechanism

V2s Tensorflow ⭐ 6

Soft attention mechanism for video caption generation

Dual_stage_attention_rnn ⭐ 5

A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Attention Chatbot ⭐ 5

Chatbot for Twitter Customer Support. A Seq2seq Neural Network with Multiplicative Attention mechanism implemented in TensorFlow 2.

Text_summarizer ⭐ 5

Applied attention on Sequence to Sequence model for the task of Text Summarizer using Tensorflow's raw_rnn. here, I haven't used Tensorflow's inbuilt seq2seq function. The reason behind is to apply attention mechanism manually.

Tensorflow Chinese Document Classification ⭐ 5

The tensorflow implementation of Chinese document classification based on attention mechanism.

Nmt With Seq2seq ⭐ 5

⚡ Seq2Seq model combines Attention mechanism

Deep Natural Language Processing ⭐ 5

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

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