Seq2seq Python Packages

sockeye

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

3K 1K 320

transformers4rec

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

3K 1K 160

classy-core

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

2K 87 3

bert4torch

An elegent pytorch implement of transformers

2K 1K 168

redco

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

1K 69 7

bert-seq2seq

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t5模型，支持GPT2进行文章续写。

1K 1K 208

joeynmt

Minimalist NMT for educational purposes

1K 712 223

genienlp

GenieNLP: A versatile codebase for any NLP task

818 89 26

kashgari

Simple, Keras-powered multilingual NLP framework, allows you to build your models in 5 minutes for named entity recognition (NER), part-of-speech tagging (PoS) and text classification tasks. Includes BERT, GPT-2 and word2vec embedding.

804 2K 432

aocr

Optical character recognition model for Tensorflow based on Visual Attention.

644 1K 251

lsg-converter

Efficient Attention for Long Sequence Processing

624 98 10

distilbert-punctuator

A small seq2seq punctuator tool based on DistilBERT

579 54 8

tfts

tfts: Time Series Deep Learning Models in TensorFlow

574 888 171

seq2seqsharp

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, MacOS), multimodal model for text and images and so on.

488 211 43

tsts

toolset for time series forecasting

457 33 2

textgen

Text Generation Model

432 978 113

nmtpytorch

Sequence-to-Sequence Framework in Pytorch

431 392 51

kashgari-tf

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.

429 2K 432