sequence-to-sequence

There are 6 repositories under sequence-to-sequence topic.

bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 3992
Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform.
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-serving tensorflow-lite inference asr serving front-end custom-ops ops
Language:Python 1522
NVIDIA / OpenSeq2Seq
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
neural-machine-translation multi-gpu deep-learning sequence-to-sequence seq2seq multi-node speech-recognition speech-to-text mixed-precision float16 speech-synthesis text-to-speech language-model tensorflow
Language:Python 1461
CLUEbenchmark / CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
ner chinese bert chinese-ner fine-grained-ner roberta named-entity-recognition sequence-labeling albert seq2seq sequence-to-sequence dataset chinesener
Language:Python 1127
awslabs / sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
attention-is-all-you-need attention-mechanism attention-model deep-learning deep-neural-networks encoder-decoder machine-learning machine-translation neural-machine-translation pytorch seq2seq sequence-to-sequence sequence-to-sequence-models sockeye transformer transformer-architecture transformer-network translation
Language:Python 1107
athena-team / athena
an open-source implementation of sequence-to-sequence based speech processing engine
speech-recognition asr transformer tensorflow ctc unsupervised-learning sequence-to-sequence deployment wfst speaker-recognition tts speech-synthesis
Language:Python 779
EdinburghNLP / nematus
Open-Source Neural Machine Translation in Tensorflow
neural-machine-translation sequence-to-sequence machine-translation nmt mt
Language:Python 777
hirofumi0810 / neural_sp
End-to-end ASR/LM implementation with PyTorch
pytorch speech-recognition automatic-speech-recognition asr ctc attention-mechanism attention seq2seq sequence-to-sequence speech language-model transformer language-modeling rnn-transducer transformer-xl streaming
Language:Python 563
bshao001 / ChatLearner
A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.
chatbot tensorflow seq2seq-model sequence-to-sequence beam-search tensorflow-chatbot rule-based python deep-learning nmt nmt-model
Language:Python 532
lvapeab / nmt-keras
Neural Machine Translation with Keras
neural-machine-translation keras deep-learning sequence-to-sequence theano machine-learning nmt machine-translation lstm-networks gru tensorflow attention-mechanism web-demo transformer attention-is-all-you-need attention-model attention-seq2seq
Language:Python 525
ufal / neuralmonkey
An open-source tool for sequence learning in NLP built on TensorFlow.
neural-machine-translation tensorflow nlp sequence-to-sequence python neural-networks nmt machine-translation mt deep-learning image-captioning encoder-decoder gpu
Language:Python 402
jayparks / tf-seq2seq
Sequence to sequence learning using TensorFlow.
tensorflow seq2seq sequence-to-sequence neural-machine-translation nmt encoder-decoder machine-learning deep-learning neural-network natural-language-processing nlp beam-search natural-language-understanding
Language:Python 391
ywk991112 / pytorch-chatbot
Pytorch seq2seq chatbot
pytorch sequence-to-sequence seq2seq pytorch-tutorial beam-search chatbot
Language:Python 366
jonsafari / nmt-list
A list of Neural MT implementations
nmt mt neural-machine-translation machine-translation sequence-to-sequence deep-learning
364
Gurupradeep / deeplearning.ai-Assignments
deeplearning convolutional-neural-networks neural-networks rnn lstm sequence-to-sequence
Language:Jupyter Notebook 341
mckinziebrandon / DeepChatModels
Conversation models in TensorFlow. (website removed)
tensorflow conversation-models sequence-to-sequence encoder-decoder tensorboard chatbot flask appengine-python googlecloud
Language:Python 312
KOBE
THUDM / KOBE
Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019
text-generation personalization knowledge-graph generative-models sequence-to-sequence
Language:Python 205
posenhuang / NPMT
Towards Neural Phrase-based Machine Translation
sequence-to-sequence machine-translation npmt swan fairseq neural-machine-translation torch lua
Language:Lua 174
vijayvee / video-captioning
This repository contains the code for a video captioning system inspired by Sequence to Sequence -- Video to Text. This system takes as input a video and generates a caption in English describing the video.
video-captioning tensorflow s2vt sequence-to-sequence multimodal-deep-learning seq2seq
Language:Python 152
MousaviSajad / SleepEEGNet
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach
sleep-stage-scoring eeg deep-learning sequence-to-sequence cnn rnn tensorflow biomedical biosignals
Language:Python 146
hamelsmu / Seq2Seq_Tutorial
Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
data-science deep-learning deeplearning keras keras-tutorials machine-learning medium-article nlp-machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence
Language:Jupyter Notebook 137
JasonYao81000 / MLDS2018SPRING
Machine Learning and having it Deep and Structured (MLDS) in 2018 spring
mlds2018spring ntu hung-yi-lee mlds seq2seq sequence-to-sequence gan generative-adversarial-network reinforcement-learning policy-gradient deep-q-network actor-critic chat-bot chatbot chinese-chatbot video-captioning image-generation text-to-image 2018 spring
Language:Python 135
samueldobbie / markup
A web-based text annotation tool, powered by active learning :rocket:
active-learning text-annotation natural-language-processing annotation-tool machine-learning sequence-to-sequence nlp data-science text-annotation-tool data-labeling ner named-entity-recognition
Language:JavaScript 133
MousaviSajad / ECG-Heartbeat-Classification-seq2seq-model
Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach
ecg-heartbeat-classification deep-learning sequence-to-sequence ecg cnn tensorflow biosignals
Language:Python 126
Mogeng / IOHMM
Input Output Hidden Markov Model (IOHMM) in Python
python hidden-markov-model graphical-models sequence-to-sequence machine-learning linear-models sequence-labeling supervised-learning semi-supervised-learning unsupervised-learning time-series scikit-learn statsmodels
Language:Python 121
pipidog / DeepTimeSeries
A Keras-based library for analysis of time series data using deep learning algorithms.
keras time-series sequence-to-sequence attention-model tensorflow deep-learning
Language:Python 121
zhongkaifu / Seq2SeqSharp
Seq2SeqSharp is a tensor based fast & flexible encoder-decoder deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, many different types of encoders/decoders(Transformer, LSTM, BiLSTM and so on), multi-GPUs supported and so on.
seq2seq encoder-decoder neural-network deep-learning lstm attention-model cuda gpu tensor machine-translation transformer-encoder transformer sequence-to-sequence transformer-architecture translation
Language:C# 120
THUDM / KBRD
Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019
dialog-systems knowledge-graph recommender-systems sequence-to-sequence
Language:Python 119
nouhadziri / THRED
The implementation of the paper "Augmenting Neural Response Generation with Context-Aware Topical Attention"
dialogue-generation sequence-to-sequence tensorflow deep-learning
Language:Python 100
LYH-YF / MWPToolkit
MWPToolkit is an open-source framework for math word problem(MWP) solvers.
deep-learning pytorch pretrained-language-model sequence-to-sequence sequence-to-tree graph-to-tree math-word-problem
Language:Python 94
rubensolozabal / BinPacking_Neural_Combinatorial_Optimization
Bin Packing Problem using Neural Combinatorial Optimization.
binpacking knapsack reinforcement-learning sequence-to-sequence tensorflow
Language:Python 88
Nemzy / language-translation
Neural machine translator for English2German translation.
tensorflow sequence-to-sequence neural-machine-translation deep-learning machine-learning language-translation recurrent-neural-networks lstm
Language:Jupyter Notebook 86
jonathanking / protein-transformer
Predicting protein structure through sequence modeling
protein-structure sequence-to-sequence attention computational-biology machine-learning structural-biology
Language:Jupyter Notebook 83
Wikunia / HE2LaTeX
Converting handwritten equations to LaTeX
sequence-to-sequence convolutional-neural-networks ocr-recognition
Language:Jupyter Notebook 83
MarlonCajamarca / Keras-LSTM-Trajectory-Prediction
A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting
anaconda bidirectional-lstm cudnnlstm gpu keras object-tracking path-predictions python3 recurrent-neural-networks sequence-to-sequence tensorflow trajectory-prediction
Language:Python 81
YuanTingHsieh / TF_TCN
Tensorflow Temporal Convolutional Network
convolutional-neural-networks sequence-to-sequence tensorflow
Language:Python 80

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