transformer, multi-graph transformer, graph, graph classification, sketch recognition, sketch classification, free-hand sketch, official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"

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python pytorch graph sketch transformer

Self Attention Cv

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

✭ 209

python deep-learning machine-learning artificial-intelligence transformer machine-learning-algorithms attention-mechanism attention

Paddlenlp

NLP Core Library and Model Zoo based on PaddlePaddle 2.0

✭ 212

python nlp transformer text-classification seq2seq

Yin

The efficient and elegant JSON:API 1.1 server library for PHP

✭ 214

server transformer json-api

Sttn

[ECCV'2020] STTN: Learning Joint Spatial-Temporal Transformations for Video Inpainting

✭ 211

jupyter-notebook transformer

Hardware Aware Transformers

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

✭ 206

python natural-language-processing transformer machine-translation

Bert Chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

✭ 205

python nlp google transformer natural-language-understanding chainer

Linear Attention Transformer

Transformer based on a variant of attention that is linear complexity in respect to sequence length

✭ 205

python deep-learning pytorch artificial-intelligence transformer attention-mechanism

Pytorch Transformer

pytorch implementation of Attention is all you need

✭ 199

python pytorch translation transformer attention-is-all-you-need

Lumen Api Starter

Lumen 8 基础上扩展出的API 启动项目，精心设计的目录结构，规范统一的响应数据格式，Repository 模式架构的最佳实践。

✭ 197

api best-practices restful-api transformer starter-template lumen repository-pattern fractal jwt-auth

Gpt Scrolls

A collaborative collection of open-source safe GPT-3 prompts that work well

✭ 195

python generator transformer language-model

Graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

✭ 187

python transformer attention

Kospeech

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

✭ 190

python pytorch speech-recognition transformer seq2seq asr end-to-end attention-is-all-you-need

Graph Transformer

Transformer for Graph Classification (Pytorch and Tensorflow)

✭ 191

python transformer unsupervised-learning

Sentimentanalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

✭ 186

python machine-learning pytorch vuejs nlp flask transformer sentiment-analysis

Fairseq Image Captioning

Transformer-based image captioning extension for pytorch/fairseq

✭ 180

python pytorch transformer image-captioning

Transformer Clinic

Understanding the Difficulty of Training Transformers

✭ 179

python transformer nmt

Tensorflow Ml Nlp

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

✭ 176

jupyter-notebook tensorflow nlp chatbot numpy pandas transformer seq2seq sklearn xgboost logistic-regression random-forest nltk similarity sentiment-classification

Transformers.jl

Julia Implementation of Transformer models

✭ 173

julia deep-learning machine-learning nlp natural-language-processing transformer attention flux

End2end Asr Pytorch

End-to-End Automatic Speech Recognition on PyTorch

✭ 175

python pytorch speech-recognition transformer speech asr end-to-end

Gpt 2 Tensorflow2.0

OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0

✭ 172

python tensorflow nlp transformer text-generation implementation

Eeg Dl

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

✭ 165

python deep-learning tensorflow cnn lstm transformer rnn attention-mechanism resnet densenet gru fully-convolutional-networks

Effective transformer

Running BERT without Padding

✭ 169

machine-learning tensorflow transformer inference

Medical Transformer

Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"

✭ 153

python deep-learning pytorch segmentation transformer attention medical-imaging

Embedding As Service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

✭ 151

python deep-learning tensorflow nlp ai transformer word2vec embeddings encoder fasttext glove

Routing Transformer

Fully featured implementation of Routing Transformer

✭ 149

python deep-learning pytorch artificial-intelligence transformer attention-mechanism

Bigbird

Transformers for Longer Sequences

✭ 146

python deep-learning nlp transformer

Transformer Pytorch

Transformer implementation in PyTorch.

✭ 149

python pytorch transformer

Tensorflowasr

集成了Tensorflow 2版本的端到端语音识别模型，并且RTF(实时率)在0.1左右/Mandarin State-of-the-art Automatic Speech Recognition in Tensorflow 2

✭ 145

python cpp transformer ctc

The Story Of Heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the paper "Analyzing Source and Target Contributions to NMT Predictions".

✭ 146

python transformer

Tupe

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

✭ 143

python transformer language-model

Onnxt5

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

✭ 143

python nlp translation transformer text-classification sentiment-analysis inference nlp-machine-learning onnx text-generation summarization

Nlp research

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成四大任务

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python nlp classification research transformer word2vec ner fasttext

Transformer In Generating Dialogue

An Implementation of 'Attention is all you need' with Chinese Corpus