425 Open source projects that are alternatives of or similar to zero

Neutron: A pytorch based implementation of Transformer and its variants.

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

Neural Machine Translation with Keras

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

Several basic neural machine translation models implemented by PyTorch & TensorFlow

Minimalist NMT for educational purposes

A Fast Neural Machine Translation System. It is developed in C++ and resorts to NiuTensor for fast tensor APIs.

An Implementation of Transformer (Attention Is All You Need) in DyNet

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Transformer related optimization, including BERT, GPT

JSON API transformer outputting valid (PSR-7) API Responses.

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Neural machine translation implementation using dynet's python bindings

[ICCV 2021] TRAR: Routing the Attention Spans in Transformers for Visual Question Answering -- Official Implementation

Predict materials properties using only the composition information!

Unofficial Implementation of Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration

proc(ess)-that - easy extendable ETL tool for Node.js. Written in TypeScript.

SOTA Semantic Segmentation Models in PyTorch

Official implementation of the Keyword Transformer: https://arxiv.org/abs/2104.00769

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition leveraging PyTorch and Hydra.

Exploring attention weights in transformer-based models with linguistic knowledge.

PyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)

Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot

Source code for our "TitleStylist" paper at ACL 2020

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

Translating English sentences to Marathi using Neural Machine Translation

Java JNI wrapper for SentencePiece: unsupervised text tokenizer for Neural Network-based text generation.

Русскоязычный чат-бот для Discord на архитектуре Transformer

AdaSpeech: Adaptive Text to Speech for Custom Voice

[ACL‘20] Highway Transformer: A Gated Transformer.

Official PyTorch implementation of SegFormer

Basis expansion transformers in sklearn style.

MusicTransformer written for MaestroV2 using the Pytorch framework for music generation

Machine Translation (MT) Preparation Scripts

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.

ALPR model in unconstrained scenarios for Chinese license plates

Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Transformer-based Dual Relation Graph for Multi-label Image Recognition. ICCV 2021

rxjava scheduler transformer tools for android

Production First and Production Ready End-to-End Speech Recognition Toolkit

Implementation of E(n)-Transformer, which extends the ideas of Welling's E(n)-Equivariant Graph Neural Network to attention

nlp lecture-notes and source code

Jest Svelte component transformer

A neural network architecture for prediction on sets

A simple TensorFlow implementation of the Transformer

Tools for filtering and cleaning parallel and monolingual corpora for machine translation and other natural language processing tasks.

Yet Another ETL in PHP

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

将微信小程序的wxml代码转换成js object或html片段

PaccMann models for protein language modeling

UPC Deep Learning for Speech and Language 2018

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

Image Captioning Using Transformer

KitanaQA: Adversarial training and data augmentation for neural question-answering models

Implementation of the paper Video Action Transformer Network

Text Simplification Model based on Encoder-Decoder (includes Transformer and Seq2Seq) model.

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现