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.

✭ 2,235

python shell machine-learning nlp text-classification named-entity-recognition transfer-learning seq2seq ner sequence-labeling bert nlp-framework bert-model text-labeling gpt-2

Spark Nlp

State of the Art Natural Language Processing

Deep News Summarization

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

✭ 167

python deep-learning tensorflow lstm recurrent-neural-networks seq2seq tensorflow-models encoder-decoder

Question generation

It is a question-generator model. It takes text and an answer as input and outputs a question.

✭ 166

python deep-learning docker natural-language-processing seq2seq

Poetry Seq2seq

Chinese Poetry Generation

✭ 159

jupyter-notebook lstm rnn attention-mechanism seq2seq beam-search

Nspm

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

✭ 156

python deep-learning lstm knowledge-graph seq2seq question-answering rdf machine-translation neural-machine-translation sparql linked-data

Nlp pytorch project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

✭ 153

python chatbot text-classification seq2seq ner text-generation nmt

Awesome Speech Recognition Speech Synthesis Papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

✭ 2,085

cnn rnn attention-mechanism seq2seq language-model papers tts roadmap dnn neural-network speech-synthesis speech-recognition automatic-speech-recognition speaker-verification timit-dataset acoustic-model recognition-synthesis

Conversation Tensorflow

TensorFlow implementation of Conversation Models

✭ 143

python deep-learning tensorflow dataset chatbot seq2seq conversation experiments

Seq2seq chatbot new

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

✭ 144

python tensorflow chatbot attention-mechanism seq2seq beam-search

Awesome Chatbot

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

✭ 1,785

python tensorflow awesome tutorial chatbot seq2seq corpus seq2seq-model seq2seq-chatbot

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.

✭ 131

python tensorflow seq2seq sequence-to-sequence

Chinese Chatbot

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

✭ 124

jupyter-notebook keras chatbot jupyter lstm rnn attention seq2seq chinese-nlp

Mlds2018spring

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

✭ 124

python reinforcement-learning spring gan chatbot generative-adversarial-network seq2seq image-generation policy-gradient actor-critic sequence-to-sequence deep-q-network

Kaggle Web Traffic

1st place solution

✭ 1,641

Jupyter Notebook python tensorflow time-series rnn kaggle seq2seq timeseries cudnn rnn-encoder-decoder kaggle-web-traffic cocob

Multiturndialogzoo

Multi-turn dialogue baselines written in PyTorch

✭ 106

python chatbot transformer attention seq2seq

Deepcorrect

Text and Punctuation correction with Deep Learning

✭ 105

python seq2seq

Delta

DELTA is a deep learning based natural language and speech processing platform.

Tacotron Pytorch

A Pytorch Implementation of Tacotron: End-to-end Text-to-speech Deep-Learning Model

✭ 104

python deep-learning pytorch seq2seq text-to-speech speech-synthesis end-to-end tacotron

Openseq2seq

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

✭ 1,378

python deep-learning tensorflow speech-recognition seq2seq language-model text-to-speech speech-to-text speech-synthesis neural-machine-translation sequence-to-sequence

Cakechat

CakeChat: Emotional Generative Dialog System

✭ 1,361

python deep-learning tensorflow nlp keras seq2seq dialogue-systems

Pytorch Seq2seq

An open source framework for seq2seq models in PyTorch.

✭ 1,297

python pytorch deeplearning seq2seq

Im2latex

Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex

✭ 84

python pytorch seq2seq

Tensorflow seq2seq chatbot

✭ 81

python machine-learning neural-networks chatbot lstm seq2seq

Xmunmt

An implementation of RNNsearch using TensorFlow

✭ 69

python deep-learning tensorflow seq2seq neural-machine-translation sequence-to-sequence nmt

Ai Writer data2doc

PyTorch Implementation of NBA game summary generator.

✭ 69

python machine-learning pytorch natural-language-processing seq2seq

Sequence To Sequence 101

a series of tutorials on sequence to sequence learning, implemented with PyTorch.

✭ 62

python pytorch tutorials seq2seq pytorch-tutorial sequence-to-sequence

English2cypher

A model to transform english into Cypher queries, based off the CLEVR-graph dataset

✭ 54

python machine-learning ai graph seq2seq cypher

Asr

✭ 54

python transformer seq2seq asr

Pointer Networks Experiments

Sorting numbers with pointer networks

✭ 53

python lstm attention seq2seq

Mxnet Seq2seq

Sequence to sequence learning with MXNET

✭ 51

python rnn mxnet seq2seq

Machine Translation

✭ 51

python pytorch transformer seq2seq machine-translation sequence-to-sequence attention-is-all-you-need

Tensorflow Seq2seq Dialogs

Build conversation Seq2Seq models with TensorFlow

✭ 43

python deep-learning tensorflow neural-networks chatbot seq2seq

Hip Hop Seq2seq

DeeCamp 2018，AI有嘻哈自动写歌词

✭ 44

python seq2seq

Sockeye

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

✭ 990

python deep-learning machine-learning deep-neural-networks translation transformer attention-mechanism mxnet seq2seq machine-translation neural-machine-translation encoder-decoder sequence-to-sequence attention-model gluon attention-is-all-you-need

Augmented seq2seq

enhance seq2seq model for open ended dialog generation

✭ 29

python memory seq2seq dialogue-systems

Keras Question And Answering Web Api

Question answering system developed using seq2seq and memory network model in Keras

✭ 21

python seq2seq question-answering flask-application

Attention Ocr

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

✭ 844

python hacktoberfest machine-learning tensorflow cnn ocr ml google-cloud seq2seq image-recognition ocr-recognition

1-60 of 176 seq2seq projects

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