Top 176 seq2seq open source projects

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

Neural conversational model in Torch

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

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

Sequence to Sequence Models with PyTorch

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

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

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Tensorflow seq2seq Implementation of Text Summarization.

Sequence-to-Sequence learning using PyTorch

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

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Minimalist NMT for educational purposes

[unmaintained]

End-to-end ASR/LM implementation with PyTorch

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

Sequence-to-Sequence Framework in PyTorch

Sequence to sequence learning using TensorFlow.

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

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

Multiple implementations for abstractive text summurization , using google colab

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

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

Pytorch seq2seq chatbot

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

Generating bash command from natural language https://arxiv.org/abs/1802.08979

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

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

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

Pointer-generator reinforced seq2seq summarization in PyTorch

seq2seq中文聊天机器人

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，词性标注等任务,支持GPT2进行文章续写。

Tutorials for TensorFlow APIs the official documentation doesn't cover

Komputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.

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

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Pytorch NLP library based on FastAI

Links to the implementations of neural conversational models for different frameworks

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

Text summarization using seq2seq in Keras

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

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

Basic Seq2Seq, Attention, CopyNet

PyTorch implementation of a 2D-LSTM Seq2Seq Model for NMT.

Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)

Implementation of seq2seq word-level model using keras

Exploring Neural Text Simplification

Auto Segmentation Criterion (ASG) implemented in pytorch

Implementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html

🤖️ 基于 PyTorch 的任务型聊天机器人（支持私有部署和 docker 部署的 Chatbot）

An AI chatbot using seq2seq

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Deep Learning for Computer Vision (CommE 5052) in NTU

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

PyTorch Implementation of "Monotonic Chunkwise Attention" (ICLR 2018)

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

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

Molecular optimization by capturing chemist’s intuition using the Seq2Seq with attention and the Transformer

PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇