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sequence-to-sequence x

78 search results found

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Tensorflow_practice ⭐ 6,377

tensorflow实战练习，包括强化学习、推荐系统、nlp等

TensorFlow Neural Machine Translation Tutorial

Seq2seq Couplet ⭐ 5,447

Play couplet with seq2seq model. 用深度学习对对联。

Pycorrector ⭐ 4,928

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，LLaMA等模型应用在纠错场景，

Chatbot ⭐ 3,252

ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GP

Seq2seq ⭐ 3,118

Sequence to Sequence Learning with Keras

Deepqa ⭐ 2,878

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

Lingvo ⭐ 2,776

Kashgari ⭐ 2,141

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Awesome Chatbot ⭐ 1,977

Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Pytorch Seq2seq ⭐ 1,419

An open source framework for seq2seq models in PyTorch.

Openseq2seq ⭐ 1,393

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Awesome Tensorflow Chinese ⭐ 1,249

Awesome-TensorFlow-Chinese，TensorFlow 中文资源精选，官方网站，安装教程，入门教程，视频教程，实战项目，学习路径。QQ群：167122861

Sockeye ⭐ 1,190

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Cakechat ⭐ 1,169

CakeChat: Emotional Generative Dialog System

Nlp_xiaojiang ⭐ 1,129

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征

Seq2seq Signal Prediction ⭐ 1,036

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Transformers4rec ⭐ 974

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Textbox ⭐ 966

TextBox 2.0 is a text generation library with pre-trained language models

Attention Ocr ⭐ 957

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

Bert_seq2seq ⭐ 890

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注

Textgen ⭐ 842

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，

Nlp Tutorials ⭐ 794

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Multiwoz ⭐ 786

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Seq2seq_chatbot_qa ⭐ 754

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

Facebook Messenger Bot ⭐ 704

Facebook chatbot that I trained to talk like me using Seq2Seq

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

Joeynmt ⭐ 647

Minimalist NMT for educational purposes

Rlseq2seq ⭐ 610

Deep Reinforcement Learning For Sequence to Sequence Models

Diffuseq ⭐ 586

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

Text Summarization Tensorflow ⭐ 586

Tensorflow seq2seq Implementation of Text Summarization.

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Nmt Keras ⭐ 514

Neural Machine Translation with Keras

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Chatlearner ⭐ 501

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

Couplet Dataset ⭐ 495

Dataset for couplets. 70万条对联数据库。

Seq2seq.pytorch ⭐ 495

Sequence-to-Sequence learning using PyTorch

G2p Seq2seq ⭐ 493

G2P with Tensorflow

Chinese Chatbot Pytorch Implementation ⭐ 483

🍀 Another Chinese chatbot implemented in PyTorch, which is the sub-module of intelligent work order processing robot. 👩‍🔧

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

Seq2seqchatbots ⭐ 433

A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

Seq2seq Vis ⭐ 426

Visualization for Sequential Neural Networks with Attention

Tf_seq2seq_chatbot ⭐ 417

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

Neuralmonkey ⭐ 385

An open-source tool for sequence learning in NLP built on TensorFlow.

Opensource Korean chatbot framework

Tensorflow Summarization ⭐ 380

Trade Dst ⭐ 376

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

Tf_chatbot_seq2seq_antilm ⭐ 373

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

Seq2seq Keyphrase ⭐ 320

Keras Transformer ⭐ 312

Transformer implemented in Keras

Deepchatmodels ⭐ 311

Conversation models in TensorFlow. (website removed)

Seq2seq Chatbot For Keras ⭐ 309

This repository contains a new generative model of chatbot based on seq2seq modeling.

Text Classification Models Pytorch ⭐ 309

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

Conv_seq2seq ⭐ 303

A tensorflow implementation of Fairseq Convolutional Sequence to Sequence Learning(Gehring et al. 2017)

Pytorch Chatbot ⭐ 300

Pytorch seq2seq chatbot

Easy_seq2seq ⭐ 294

[unmaintained] go to https://github.com/suriyadeepan/practical_seq2seq

Dynamic Seq2seq ⭐ 293

seq2seq中文聊天机器人

Im2latex ⭐ 289

Image to LaTeX (Seq2seq + Attention with Beam Search) - Tensorflow

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Seq2seq_chatbot ⭐ 286

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam Movie Dialogs

Just_another_seq2seq ⭐ 286

Just another seq2seq repo

Quick Nlp ⭐ 275

Pytorch NLP library based on FastAI

Seq2seq Summarizer ⭐ 259

Pointer-generator reinforced seq2seq summarization in PyTorch

Neural Combinatorial Rl Pytorch ⭐ 257

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

Encoder_decoder ⭐ 256

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

Interpretability for sequence generation models 🐛 🔍

基于知识库的问答：seq2seq模型实践

Tensorflow Shakespeare ⭐ 244

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

Keras Text Summarization ⭐ 243

Text summarization using seq2seq in Keras

Debug_seq2seq ⭐ 231

[unmaintained] Make seq2seq for keras work

Tensorflow_novelist ⭐ 227

模仿莎士比亚创作戏剧！屌炸天的是还能创作金庸武侠小说！快star，保持更新！！

Pytorch Batch Attention Seq2seq ⭐ 215

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

Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019

Pytorch_chatbot ⭐ 208

A Marvelous ChatBot implement using PyTorch.

Headliner ⭐ 197

🏖 Easy training and deployment of seq2seq models.

Ttslearn ⭐ 197

ttslearn: Library for Pythonで学ぶ音声合成 (Text-to-speech with Python)

Neural Summ Cnndm Pytorch ⭐ 194

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

Somiao Pinyin ⭐ 194

Somiao Pinyin: Train your own Chinese Input Method with Seq2seq Model 搜喵拼音输入法

Vision-and-Language Navigation in Continuous Environments using Habitat

Neural_conversation_models ⭐ 192

Tensorflow based Neural Conversation Models

Statistical NLG for spoken dialogue systems

Crnn_seq2seq_ocr_pytorch ⭐ 189

Extremely simple implement for Chinese OCR by PyTorch.

Deeponet ⭐ 184

Learning nonlinear operators via DeepONet

Seq2seq ⭐ 180

基于Pytorch的中文聊天机器人集成BeamSearch算法

A Keras library for multi-step time-series forecasting.

Coqa Baselines ⭐ 156

The baselines used in the CoQA paper

Pytorch Seq2seq Intent Parsing ⭐ 154

Intent parsing and slot filling in PyTorch with seq2seq + attention

Deep News Summarization ⭐ 152

News summarization using sequence to sequence model with attention in TensorFlow.

Conversation Tensorflow ⭐ 144

TensorFlow implementation of Conversation Models

Input Output Hidden Markov Model (IOHMM) in Python

Trocr Chinese ⭐ 133

transformers ocr for chinese

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