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Seq2seq Python Packages

Python packages with the GitHub topic seq2seq. Sorted by relevance, with stars and monthly downloads.
Tongjilibo
bert4torch

An elegent pytorch implement of transformers

5K 1K 168
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。

4K 1K 208
NVIDIA-Merlin
transformers4rec

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

4K 1K 159
awslabs
sockeye

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

3K 1K 320
FerdinandZhong
distilbert-punctuator

A small seq2seq punctuator tool based on DistilBERT

2K 54 8
sunglasses-ai
classy-core

A powerful tool to train and use your classification models.

2K 87 3
stanford-oval
genienlp

GenieNLP: A versatile codebase for any NLP task

1K 89 26
joeynmt
joeynmt

Minimalist NMT for educational purposes

838 710 224
emedvedev
aocr

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

769 1K 251
lium-lst
nmtpytorch

Sequence-to-Sequence Framework in PyTorch

648 392 51
didi
delta-nlp

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

611 2K 284
LongxingTan
tfts

tfts: Time Series Deep Learning Models in TensorFlow

593 889 169
mim-solutions
mim-nlp

A Python package with ready-to-use models for various NLP tasks and text preprocessing utilities. The implementation allows fine-tuning.

569 2 0
tanyuqian
redco

No description available

553 69 7
jarobyte91
pytorch-beam-search

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

537 59 7
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.

529 211 43
shibing624
textgen

Text Generation Model

527 979 113
BrikerMan
kashgari

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.

496 2K 432
bedapudi6788
txt2txt

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

424 39 14
pavanchhatpar
copynet-tf

CopyNet (Copy Mechanism in Seq2Seq) implementation with TensorFlow 2

410 10 0
ccdv-ai
lsg-converter

Efficient Attention for Long Sequence Processing

401 98 10
TakuyaShintate
tsts

toolset for time series forecasting

361 33 2
Elysian01
aichatbot

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

331 7 3
bedapudi6788
deepcorrect

Text and Punctuation correction with Deep Learning

284 128 34
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