Sequence To Sequence Python Packages

sockeye

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

classy-core

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

inseq

Interpretability for sequence generation models 🐛 🔍

base-attentive

Modular Multi-Backend Encoder-Decoder Architecture for Probabilistic Time Series Forecasting

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.

generate-sequences

A python package made to generate sequences (greedy and beam-search) from Pytorch (not necessarily HF transformers) models.

qiznlp

Quick run NLP in many task 快速运行分类、序列标注、匹配、生成等NLP任务的Tensorflow框架 (中文 NLP 支持分布式）

iohmm

Input Output Hidden Markov Model (IOHMM) in Python

sequence-layers

A neural network layer API and library for sequence modeling, designed for easy creation of sequence models that can be executed layerwise (training) and stepwise (sampling).

mwptoolkit

MWPToolkit is an open-source framework for math word problem(MWP) solvers.

ncfp

Program and package that retrieves nucleotide coding sequences from NCBI that correspond to a set of input protein sequences.

ptcn

Probabilistic Temporal Convolutional Network

museflow

Music sequence learning toolkit

text-translator

This Repository provides the functionality to translate sentence present in one language to another.(English to Hindi)

delta-nlp

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

post-ocr-correction

Source code for the paper "Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models"

classy-ml

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