266 Open source projects that are alternatives of or similar to Seq2seq

Lingvo

State of the Art Natural Language Processing

Minimalist NMT for educational purposes

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

A seq2seq with attention dialogue/MT model implemented by TensorFlow.

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Sanskrit compound segmentation using seq2seq model

Neural machine translation implementation using dynet's python bindings

seq2seq中文聊天机器人

End-to-End Speech Processing Toolkit

Python port of Moses tokenizer, truecaser and normalizer

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

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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.

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

Multiple implementations for abstractive text summurization , using google colab

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

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

Neural Machine Translation with Keras

End-to-end ASR/LM implementation with PyTorch

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

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

This repository contains the code and data of the paper titled "Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation" published in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 16 - November 20, 2020.

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

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

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

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

Pointer-generator reinforced seq2seq summarization in PyTorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

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。

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

Sequence-to-Sequence learning using PyTorch

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

A list of Neural MT implementations

Pytorch NLP library based on FastAI

[unmaintained]

Links to the implementations of neural conversational models for different frameworks

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

Text summarization using seq2seq in Keras

Open Source Neural Machine Translation in PyTorch

Tracking the progress in end-to-end speech translation

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Basic Seq2Seq, Attention, CopyNet

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

Pytorch seq2seq chatbot

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

Implementation of seq2seq word-level model using keras

Neural Machine Translation on the Nepali-English language pair

Open source neural machine translation in Python. Designed to be used either as a Python library or desktop application. Uses OpenNMT for translations and PyQt for GUI.

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

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

Exploring Neural Text Simplification

Visualization for simple attention and Google's multi-head attention.

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

A PyTorch implementation of Transformer in "Attention is All You Need"

Auto Segmentation Criterion (ASG) implemented in pytorch

Sequence-to-Sequence Framework in PyTorch

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