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30 search results found

Pytorch Seq2seq ⭐ 5,024

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

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

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Punctuator2 ⭐ 532

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

Rnn Nlu ⭐ 454

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

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Keras Text ⭐ 417

Text Classification Library in Keras

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Chinese Chatbot ⭐ 318

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Code of Directional Self-Attention Network (DiSAN)

Video Person Reid ⭐ 264

Video-based Person ReID Method Implementations on MARS

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Pytorch Batch Attention Seq2seq ⭐ 215

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Hey Jetson ⭐ 189

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

Document Classifier Lstm ⭐ 167

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

Rnn For Joint Nlu ⭐ 165

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Mrc2018 ⭐ 138

2018百度机器阅读理解技术竞赛

Attn_vis ⭐ 119

Interactive in-browser attention visualizer tool for recurrent networks

Linear Attention Recurrent Neural Network ⭐ 107

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

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

Machine Learning ⭐ 92

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

Captcharecognition ⭐ 91

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Njunmt Tf ⭐ 90

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

Eval On Nn Of Rc ⭐ 84

Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension

100 Days Of Nlp ⭐ 83

Tf Text Classification ⭐ 81

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

Attentive Neural Processes ⭐ 81

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Attentive Neural Processes ⭐ 79

implementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)

Attend_infer_repeat ⭐ 77

A Tensorfflow implementation of Attend, Infer, Repeat

Rnn Classifier ⭐ 76

Minimal RNN classifier with self-attention in Pytorch

Image Caption Generator ⭐ 70

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Cnn_lstm_for_text_classify ⭐ 70

CNN, LSTM, NBOW, fasttext 中文文本分类

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.

My_seq2seq ⭐ 62

My seq2seq based on tensorflow

Seq2seq Attention ⭐ 59

Keras Utility Layer Collection ⭐ 59

Collection of custom layers and utility functions for Keras which are missing in the main framework.

Time Attention ⭐ 58

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

Attention Over Attention Tf Qa ⭐ 55

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

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Recurrent Independent Mechanisms ⭐ 53

Implementation of the paper Recurrent Independent Mechanisms (https://arxiv.org/pdf/1909.10893.pdf)

Deep Learning Tensorflow ⭐ 47

Gathers Tensorflow deep learning models.

Latent Attention ⭐ 43

Mimic Lstm ⭐ 41

This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical events in the intensive care unit"

Entailment Neural Attention Lstm Tf ⭐ 40

(arXiv:1509.06664) Reasoning about Entailment with Neural Attention.

Deepmove ⭐ 38

Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network

Ram_modified ⭐ 38

"Recurrent Models of Visual Attention" in TensorFlow

Weibocaptcharecognize ⭐ 38

CNNs and RNNs recognize Weibo Captcha

Reading_comprehension_tf ⭐ 36

Machine Reading Comprehension in Tensorflow

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

Rnn Encoder Decoder Pytorch ⭐ 34

RNN Encoder-Decoder in PyTorch

Automatic Personality Prediction ⭐ 33

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

Squad Transformer ⭐ 32

RNN-free TensorFlow model for reading comprehension on SQuAD

Snowselect ⭐ 32

Handwritingnet ⭐ 31

RNN for producing text to handwriting image

Deep Learning Tensorflow2 ⭐ 31

基于Tensorflow2的深度学习开源书籍

Time Series Prediction ⭐ 29

Basic RNN, LSTM, GRU, and Attention for time-series prediction

Understandingnlp ⭐ 29

Natural Language Processing Analysis

Framework for artificial neural networks

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

Pytorch Dynamic Rnn Attention Decoder Tree ⭐ 28

This is code I wrote within less than an hour so as to very roughly draft how I would code a Dynamic RNN Attention Decoder Tree with PyTorch.

Cs224n Win2223 ⭐ 27

Code and written solutions of the assignments of the Stanford CS224N: Natural Language Processing with Deep Learning course from winter 2022/2023

Image Captioning Chinese ⭐ 27

Image Captioning in Chinese using LSTM RNN with attention mechanism

Keras Seq2seq ⭐ 26

minimal seq2seq of keras

Da Rnn In Tensorflow 2 And Pytorch ⭐ 25

A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

Tensorflow Rnn Tutorial ⭐ 25

Tensorflow RNN Tutorial

Show Attend And Tell Keras ⭐ 25

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

Rnn Text Classification Tf ⭐ 25

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Deep Learning Visuals ⭐ 24

A collection of 100 Deep Learning images and visualizations

Stock_prediction_model_using_attention_multilayer_rnn_lstm ⭐ 24

RNN - Stock Prediction Model using Attention Multilayer Recurrent Neural Networks with LSTM Cells

Visual Attention Model ⭐ 24

Chainer implementation of Deepmind's Visual Attention Model paper

Question Classification Cnn Rnn Attention ⭐ 24

针对百度知道电影问答数据的问题分类 question classification for zhidao.baidu.com in movie domain

Paper Implementation Dstp Rnn For Stock Prediction Based On Da Rnn ⭐ 24

基於DA-RNN之DSTP-RNN論文試做(Ver1.0)

Structured Self Attentive Sentence Embedding ⭐ 23

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

Neural Networks For Time Series Analysis ⭐ 22

Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis

Tensorflow Seq2seq ⭐ 21

Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference decoder in TensorFlow 1.3

Base On Relation Method Extract News Da Rnn Model For Stock Prediction Pytorch ⭐ 21

基於關聯式新聞提取方法之雙階段注意力機制模型用於股票預測

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

Chatbot_seq2seq_extend ⭐ 20

Chatbot using Tensorflow (Model is seq2seq) Extend V2.0 ko

Medical Diagnosis Learning ⭐ 20

Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model

Pytorch Handwriting Synthesis Toolkit ⭐ 19

Handwriting generation and handwriting synthesis as described in Alex Graves's paper https://arxiv.org/abs/1308.0850. Pytorch implementation.

Deep Learning Collection ⭐ 19

Unsupervisedattentionmechanism ⭐ 19

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Datastories Semeval2017 Task6 ⭐ 19

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Text_classification_tf ⭐ 19

用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化

Ebim Nli ⭐ 18

Enhanced BiLSTM Inference Model for Natural Language Inference

Interpretable Models for NLP using PyTorch

Oqmrc_2018 ⭐ 18

AI Challenger 2018 阅读理解赛道代码分享

Disan Pytorch ⭐ 17

DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding

Rnn Attention ⭐ 17

两层attention 的lstm评论情感分析

Rspapers ⭐ 14

推荐系统论文

Attention Nmt ⭐ 14

NLP homework:RNN+Attention机器翻译模型, Transormer代码学习

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