sequence-to-sequence · GitHub Topics

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

PyTorch seq2seq sequence-to-sequence 教程 rnn gru lstm pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation attention transformer pytorch-implementation pytorch-tutorials pytorch-nlp

Jupyter Notebook 5.57 k

1 年前

facebookresearch / large_concept_model

#自然语言处理#Large Concept Models: Language modeling in a sentence representation space

language-models 自然语言处理 PyTorch seq2seq sequence-to-sequence

Python 2.22 k

5 个月前

Delta-ML / delta

#前端开发#DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

自然语言处理深度学习 Tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-lite inference asr serving front-end ops

Python 1.59 k

2 个月前

NVIDIA / OpenSeq2Seq

#计算机科学#Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

neural-machine-translation 深度学习 sequence-to-sequence seq2seq speech-recognition speech-to-text float16 speech-synthesis text-to-speech language-model Tensorflow

Python 1.56 k

4 年前

CLUEbenchmark / CLUENER2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

ner 中文 bert chinese-ner fine-grained-ner roberta named-entity-recognition sequence-labeling albert seq2seq sequence-to-sequence dataset

Python 1.49 k

3 年前

awslabs / sockeye

#计算机科学#Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

深度学习深度神经网络机器学习 machine-translation neural-machine-translation encoder-decoder attention-mechanism sequence-to-sequence attention-is-all-you-need attention-model seq2seq translation transformer-architecture transformer transformer-network PyTorch

Python 1.22 k

8 个月前

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 部署 speaker-recognition tts speech-synthesis

C++ 951

3 年前

EdinburghNLP / nematus

Open-Source Neural Machine Translation in Tensorflow

neural-machine-translation sequence-to-sequence machine-translation nmt

Python 799

3 年前

Shark-NLP / DiffuSeq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

diffusion-models sequence-to-sequence text-generation

Python 785

1 年前

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

Python 596

4 年前

bshao001 / ChatLearner

#计算机科学#A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

聊天机器人 Tensorflow sequence-to-sequence beam-search rule-based Python 深度学习 nmt

Python 541

6 年前

lvapeab / nmt-keras

#计算机科学#Neural Machine Translation with Keras

neural-machine-translation Keras 深度学习 sequence-to-sequence theano 机器学习 nmt machine-translation gru Tensorflow attention-mechanism transformer attention-is-all-you-need attention-model

Python 530

4 年前

microsoft / renderformer

Official Code Release for [SIGGRAPH 2025] RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination

3D global-illumination neural-rendering PyTorch renderer rendering sequence-to-sequence transformer

Python 524

15 天前

inseq-team / inseq

#自然语言处理#Interpretability for sequence generation models 🐛 🔍

interpretability 深度学习 transformers explainable-ai captum huggingface 自然语言处理 generative-ai language-generation language-model large-language-models sequence-to-sequence

Python 423

2 个月前

ufal / neuralmonkey

#自然语言处理#An open-source tool for sequence learning in NLP built on TensorFlow.

neural-machine-translation Tensorflow 自然语言处理 sequence-to-sequence Python neural-networks nmt machine-translation 深度学习 image-captioning encoder-decoder gpu

Python 413

5 年前

ywk991112 / pytorch-chatbot

Pytorch seq2seq chatbot

PyTorch sequence-to-sequence seq2seq pytorch-tutorial beam-search 聊天机器人

Python 396

5 年前

jayparks / tf-seq2seq

#自然语言处理#Sequence to sequence learning using TensorFlow.

Tensorflow seq2seq sequence-to-sequence neural-machine-translation nmt encoder-decoder 机器学习深度学习神经网络自然语言处理 beam-search natural-language-understanding

Python 389

7 年前

jonsafari / nmt-list

#计算机科学#A list of Neural MT implementations

nmt neural-machine-translation machine-translation sequence-to-sequence 深度学习

363

3 年前

Gurupradeep / deeplearning.ai-Assignments

深度学习 convolutional-neural-networks neural-networks rnn lstm sequence-to-sequence

Jupyter Notebook 353

4 年前

mckinziebrandon / DeepChatModels

Conversation models in TensorFlow. (website removed)

Tensorflow sequence-to-sequence encoder-decoder tensorboard 聊天机器人 Flask appengine-python Google 云

Python 310

5 年前