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awslabs
sockeye

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

3K 1K 320
NVIDIA-Merlin
transformers4rec

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

3K 1K 160
sunglasses-ai
classy-core

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

2K 87 3
Tongjilibo
bert4torch

An elegent pytorch implement of transformers

2K 1K 168
tanyuqian
redco

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

1K 69 7
920232796
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
joeynmt

Minimalist NMT for educational purposes

1K 712 223
stanford-oval
genienlp

GenieNLP: A versatile codebase for any NLP task

818 89 26
BrikerMan
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
emedvedev
aocr

Optical character recognition model for Tensorflow based on Visual Attention.

644 1K 251
ccdv-ai
lsg-converter

Efficient Attention for Long Sequence Processing

624 98 10
FerdinandZhong
distilbert-punctuator

A small seq2seq punctuator tool based on DistilBERT

579 54 8
LongxingTan
tfts

tfts: Time Series Deep Learning Models in TensorFlow

574 888 171
zhongkaifu
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
TakuyaShintate
tsts

toolset for time series forecasting

457 33 2
shibing624
textgen

Text Generation Model

432 978 113
lium-lst
nmtpytorch

Sequence-to-Sequence Framework in Pytorch

431 392 51
BrikerMan
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
bedapudi6788
txt2txt

Extremely easy to use sequence to sequence library with attention, for text to text conversion tasks.

414 39 14
jarobyte91
pytorch-beam-search

A simple library that implements search algorithms for sequence models written in PyTorch.

402 59 7
pavanchhatpar
copynet-tf

CopyNet with TensorFlow 2.0

351 10 0
bedapudi6788
deepcorrect

Text Correction wth deep learning

263 128 34
Elysian01
aichatbot

Python library for building custom AI chatbot with just one line of code.

225 7 3
supercoderhawk
deep-keyphrase

seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer

199 50 8
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