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Pytorch Seq2seq ⭐ 5,024

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

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

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

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Sohu_competition ⭐ 216

Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)

Neural Summ Cnndm Pytorch ⭐ 194

Neural abstractive summarization (seq2seq + copy (or pointer network) + coverage) in pytorch on CNN/Daily Mail

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,.....

Prediction Flow ⭐ 136

Deep-Learning based CTR models implemented by PyTorch

nmtpy is a Python framework based on dl4mt-tutorial to experiment with Neural Machine Translation pipelines.

Deep Summarization ⭐ 126

Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

People_relation_extract ⭐ 109

结合BERT+GRU+ATT模型，对自己收集的人物关系数据进行模型训练，用于人物关系抽取。

Eval On Nn Of Rc ⭐ 84

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

Coupled Multi Layer Attentions ⭐ 82

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms

Torch Seq2seq Attention ⭐ 80

Torch implementation of seq2seq machine translation with GRU RNN and attention

Deep Learning For Aspect Level Sentiment Classification Baselines ⭐ 72

The public state-of-the-art methods for deep learning based ASC

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Seq2seq Attention ⭐ 59

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

Explainable Automated Medical Coding ⭐ 32

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

Time Series Prediction ⭐ 29

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

3HAN: A Deep Neural Network for Fake News Detection: https://link.springer.com/chapter/10.1007%2F978-3-

Implementation of the paper "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network" in AAAI-2020.

Deep Learning Collection ⭐ 19

Rnn Attention ⭐ 17

两层attention 的lstm评论情感分析

Act Rte Inference ⭐ 16

Han Text Classification ⭐ 15

Im2latex ⭐ 14

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

Neural Machine Translation with RNN/ConvS2S/Transoformer

Text_classification_pytorch ⭐ 10

deep neural models for text classification implemented in pytorch

The Starting Of Nlp ⭐ 10

自然语言处理

Attention Gru 3m ⭐ 9

Rnn Attention Network ⭐ 7

Here a simple implementation of RNN + attention neural network on IMDB movie reviews.

Ltm July 2017 Talk ⭐ 7

Memory Transformer Xl ⭐ 6

A variant of Transformer-XL where the memory is updated not with a queue, but with attention

Tag Suggestion ⭐ 6

Implement CNN-GRU hierarchical model in Python/Theano for text tag suggestion

Chatbot With Tensorflow And Keras ⭐ 6

Chatbot using Seq2Seq model and Attention

Medicalhypernymy ⭐ 6

An Attention-based Bi-GRU-CapsNet Model for Hypernymy Detection between Compound Entities

Ece544_text_generation ⭐ 6

Product description generation via keywords

Semeval 2017 Keyphrase Relation Extraction ⭐ 6

Automatic Relation Extraction with Bi-GRU+Dual Attention

Sequence to sequence (NMT)

Seq2seq_pytorch ⭐ 5

Sequence to sequence model learning with Pytorch

A general util for sequence data reading and TF model building, convenient involving ...

Related Searches

Python Attention (2,327)

Pytorch Attention (645)

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Python Gru (481)

Deep Learning Attention (361)

Network Attention (335)

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