460 Open source projects that are alternatives of or similar to Witwicky

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

Neural Machine Translation with Keras

Transformers without Tears: Improving the Normalization of Self-Attention

Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)

A TensorFlow Implementation of the Transformer: Attention Is All You Need

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.

list of efficient attention modules

A PyTorch Implementation of "Attention Is All You Need"

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

Minimalist NMT for educational purposes

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

Transformer implementation speciaized in speech recognition tasks using Pytorch.

pytorch implementation of Attention is all you need

Build English-Vietnamese machine translation with ProtonX Transformer. :D

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

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

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

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

A simple TensorFlow implementation of the Transformer

Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

an open-source implementation of sequence-to-sequence based speech processing engine

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

A collection of view pager transformers

A Laravel Fractal package for building API responses, giving you the power of Fractal with Laravel's elegancy.

A Benchmark of Text Classification in PyTorch

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

Simple transformer implementation from scratch in pytorch.

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

LightSeq: A High Performance Inference Library for Sequence Processing and Generation

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Keras implementation of BERT with pre-trained weights

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

NLP Paper

A general-purpose encoder-decoder framework for Tensorflow

Open source neural machine translation in Python. Designed to be used either as a Python library or desktop application. Uses OpenNMT for translations and PyQt for GUI.

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

Code for the paper "Jukebox: A Generative Model for Music"

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

Google AI 2018 BERT pytorch implementation

A tiny utility library that makes the Figma API more human friendly.

Repository for ODSC talk related to Deep Learning NLP

Open-Source Neural Machine Translation in Tensorflow

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

Import SVG files in your React Native project the same way that you would in a Web application.

Time series Timeseries Deep Learning Pytorch fastai - State-of-the-art Deep Learning with Time Series and Sequences in Pytorch / fastai

End-to-end ASR/LM implementation with PyTorch

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

A PyTorch implementation of the Transformer model in "Attention is All You Need".

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

An open-source tool for sequence learning in NLP built on TensorFlow.

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.