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.
attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial
Language:Jupyter Notebook 5159
Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform.
asr custom-ops deep-learning emotion-recognition front-end inference nlp nlu ops seq2seq sequence-to-sequence serving speaker-verification speech speech-recognition tensorflow tensorflow-lite tensorflow-serving text-classification text-generation
Language:Python 1584
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 1535
CLUEbenchmark / CLUENER2020
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
albert bert chinese chinese-ner chinesener dataset fine-grained-ner named-entity-recognition ner roberta seq2seq sequence-labeling sequence-to-sequence
Language:Python 1395
awslabs / sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
deep-learning deep-neural-networks machine-learning machine-translation neural-machine-translation encoder-decoder attention-mechanism sequence-to-sequence sequence-to-sequence-models sockeye attention-is-all-you-need attention-model seq2seq translation transformer-architecture transformer transformer-network pytorch
Language:Python 1206
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:C++ 940
EdinburghNLP / nematus
Open-Source Neural Machine Translation in Tensorflow
neural-machine-translation sequence-to-sequence machine-translation nmt mt
Language:Python 798
Shark-NLP / DiffuSeq
[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
diffusion-models sequence-to-sequence text-generation
Language:Python 668
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 585
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 539
lvapeab / nmt-keras
Neural Machine Translation with Keras
attention-is-all-you-need attention-mechanism attention-model attention-seq2seq deep-learning gru keras lstm-networks machine-learning machine-translation neural-machine-translation nmt sequence-to-sequence tensorflow theano transformer web-demo
Language:Python 533
ufal / neuralmonkey
An open-source tool for sequence learning in NLP built on TensorFlow.
deep-learning encoder-decoder gpu image-captioning machine-translation mt neural-machine-translation neural-networks nlp nmt python sequence-to-sequence tensorflow
Language:Python 410
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
beam-search chatbot pytorch pytorch-tutorial seq2seq sequence-to-sequence
Language:Python 388
jonsafari / nmt-list
A list of Neural MT implementations
nmt mt neural-machine-translation machine-translation sequence-to-sequence deep-learning
359
Gurupradeep / deeplearning.ai-Assignments
convolutional-neural-networks deeplearning lstm neural-networks rnn sequence-to-sequence
Language:Jupyter Notebook 354
mckinziebrandon / DeepChatModels
Conversation models in TensorFlow. (website removed)
tensorflow conversation-models sequence-to-sequence encoder-decoder tensorboard chatbot flask appengine-python googlecloud
Language:Python 309
inseq-team / inseq
Interpretability for sequence generation models 🐛 🔍
interpretability deep-learning transformers explainable-ai captum huggingface attribution-methods natural-language-processing generative-ai language-generation language-model large-language-models sequence-to-sequence
Language:Python 291
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 236
KasperGroesLudvigsen / influenza_transformer
PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
deep-learning forecasting forecasting-models neural-networks pytorch sequence-to-sequence time-series time-series-forecasting transformers
Language:Python 231
samueldobbie / markup
A web-based document annotation tool, powered by GPT-4 :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 gpt-4
Language:TypeScript 230
zhongkaifu / Seq2SeqSharp
Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images 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 image text vision-transformer
Language:C# 189
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 188
posenhuang / NPMT
Towards Neural Phrase-based Machine Translation
sequence-to-sequence machine-translation npmt swan fairseq neural-machine-translation torch lua
Language:Lua 178
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 168
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 165
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 155
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 153
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 140
hamelsmu / Seq2Seq_Tutorial
Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
machine-learning rnn-encoder-decoder seq2seq-tutorial sequence-to-sequence keras keras-tutorials nlp-machine-learning data-science deep-learning deeplearning medium-article
Language:Jupyter Notebook 138
arian-askari / ChatGPT-RetrievalQA
A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.
chatgpt information-retrieval ir nlp python sequence-to-sequence text-retrieval ai data-augmentation dataset deep-learning gpt-3 gpt2 gpt3 machine-learning openai chatgpt-information-retrieval chatgpt-ir information-retrieval-chatgpt ir-chatgpt
Language:Jupyter Notebook 135
THUDM / KBRD
Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019
knowledge-graph dialog-systems recommender-systems sequence-to-sequence
Language:Python 134
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 120
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 111
MarlonCajamarca / Keras-LSTM-Trajectory-Prediction
A Keras multi-input multi-output LSTM-based RNN for object trajectory forecasting
trajectory-prediction object-tracking python3 keras tensorflow anaconda gpu sequence-to-sequence recurrent-neural-networks bidirectional-lstm cudnnlstm path-predictions
Language:Python 110
jonathanking / protein-transformer
Predicting protein structure through sequence modeling
protein-structure sequence-to-sequence attention computational-biology machine-learning structural-biology
Language:Jupyter Notebook 103