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

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python deep-learning machine-learning nlp neural-network artificial-intelligence transformer image-captioning

Jukebox

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

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python Cuda Jupyter Notebook C++shell CSS pytorch audio music paper transformer generative-model vq-vae

Bert Pytorch

Google AI 2018 BERT pytorch implementation

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python Makefile pytorch nlp transformer language-model bert

Joeynmt

Minimalist NMT for educational purposes

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python education transformer seq2seq machine-translation neural-machine-translation nmt

Transformer Tts

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

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python deep-learning pytorch transformer attention-mechanism text-to-speech tts

Pytorch Original Transformer

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.

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python jupyter-notebook deep-learning pytorch deeplearning jupyter transformer attention-mechanism attention attention-is-all-you-need

Tsai

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

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jupyter-notebook deep-learning pytorch cnn time-series transformer rnn timeseries time-series-analysis sequence

Neural sp

End-to-end ASR/LM implementation with PyTorch

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python pytorch streaming speech-recognition transformer attention-mechanism attention seq2seq speech language-model asr sequence-to-sequence ctc

Deepsvg

[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.

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python jupyter-notebook deep-learning machine-learning pytorch library svg transformer autoencoder

Cubert

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

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deep-learning tensorflow cuda transformer inference

Nlp Tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

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python nlp tutorial transformer attention seq2seq

Pvt

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python segmentation detection transformer backbone

Gpt2 Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

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python shell nlp chinese transformer text-generation gpt-2

Bert Multitask Learning

BERT for Multitask Learning

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jupyter-notebook nlp transformer text-classification named-entity-recognition ner pretrained-models encoder-decoder word-segmentation

Text Classification Models Pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

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python deep-learning pytorch nlp convolutional-neural-networks classification transformer recurrent-neural-networks attention seq2seq fasttext rcnn

Flow Forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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python deep-learning pytorch deep-neural-networks lstm time-series transformer transfer-learning forecasting

Question generation

Neural question generation using transformers

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jupyter-notebook deep-learning nlp natural-language-processing transformer natural-language-generation nlg

Abstractive Summarization With Transfer Learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

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python nlp transformer transfer-learning summarization nlg

Transformer

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

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python perl shell translation transformer attention-mechanism implementation attention-is-all-you-need

Transformer page view

PageTransformer for flutter

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dart flutter animation transformer parallax

Typescript Transformer Handbook

📘 A comprehensive handbook on how to create transformers for TypeScript with code examples

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typescript transformer handbook

Typescript Plugin Styled Components

TypeScript transformer for improving the debugging experience of styled-components

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typescript webpack styled-components transformer

Contextualized Topic Models

A python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

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python nlp transformer nlp-machine-learning embeddings topic-modeling nlp-library

Gpt2client

✍🏻 gpt2-client: Easy-to-use TensorFlow Wrapper for GPT-2 117M, 345M, 774M, and 1.5B Transformer Models 🤖 📝

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python machine-learning tensorflow transformer text-generation

Transformer Tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

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python deep-learning tensorflow nlp translation transformer attention experiments

Rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

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python deep-neural-networks transformer resnet

Pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

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python transformer

Laravel5 Jsonapi

Laravel 5 JSON API Transformer Package

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api laravel json microservices microservice transformer json-api lumen laravel5 jsonapi

Cognitive Speech Tts

Microsoft Text-to-Speech API sample code in several languages, part of Cognitive Services.

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transformer text-to-speech tts speech-synthesis

Transformer Pointer Generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

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python tensorflow nlp transformer

Vedastr

A scene text recognition toolbox based on PyTorch

✭ 290

python pytorch ocr transformer text-recognition ocr-recognition

Dab

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

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Transformer Tensorflow

Implementation of Transformer Model in Tensorflow

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python transformer tensorflow-models

Viewpagertransition

viewpager with parallax pages, together with vertical sliding (or click) and activity transition

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java transformer transition viewpager parallax

Transformer

Easy Attributed String Creator

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javascript swift transformer nsattributedstring

Demo Chinese Text Binary Classification With Bert

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jupyter-notebook tensorflow nlp classification transformer

Transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

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jupyter-notebook transformer timeseries

Keras Transformer

Transformer implemented in Keras

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python keras translation transformer attention decoder encoder

Remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

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python tensorflow transformer

Allrank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

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python deep-learning machine-learning pytorch transformer information-retrieval

Nlp Interview Notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。

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python nlp transformer ner

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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Jupyter Notebook python deep-learning pytorch reinforcement-learning neural-networks gan deep-learning-tutorial machine-learning transformers transformer optimizers

Hrnet Semantic Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

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