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Search results for python attention

1,221 search results found

Vit Pytorch ⭐ 16,298

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Numpy Ml ⭐ 14,162

Machine learning, in numpy

External Attention Pytorch ⭐ 10,361

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Attention Is All You Need Pytorch ⭐ 7,910

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

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

TensorFlow Neural Machine Translation Tutorial

Bertviz ⭐ 5,547

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Informer2020 ⭐ 4,553

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Transformer ⭐ 3,882

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

X Transformers ⭐ 3,840

A simple but complete full-attention transformer with a set of promising experimental features from various papers

Scenic ⭐ 2,733

Scenic: A Jax Library for Computer Vision Research and Beyond

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Image_segmentation ⭐ 2,186

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

A Pytorch Tutorial To Image Captioning ⭐ 2,084

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Reformer Pytorch ⭐ 1,917

Reformer, the efficient Transformer, in Pytorch

Deepvoice3_pytorch ⭐ 1,906

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

Pytorch Gat ⭐ 1,815

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Attention Module ⭐ 1,746

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

Pygat ⭐ 1,684

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Deberta ⭐ 1,673

The implementation of DeBERTa

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Yolov4 Pytorch ⭐ 1,572

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Danet ⭐ 1,556

Dual Attention Network for Scene Segmentation (CVPR2019)

Bi Att Flow ⭐ 1,510

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

Fast Transformers ⭐ 1,369

Pytorch library for fast transformer implementations

Hopfield Layers ⭐ 1,258

Hopfield Networks is All You Need

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Deep_architecture_genealogy ⭐ 1,196

Deep Learning Architecture Genealogy Project

Gansformer ⭐ 1,188

Generative Adversarial Transformers

Lambda Networks ⭐ 1,110

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

Attention Gated Networks ⭐ 1,099

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Ccnet ⭐ 1,061

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Transformer ⭐ 1,014

PyTorch Implementation of "Attention Is All You Need"

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Attention Ocr ⭐ 973

Visual Attention based OCR

Attention Ocr ⭐ 957

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

Arctic Captions ⭐ 831

Nlp Tutorials ⭐ 794

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

Performer Pytorch ⭐ 777

An implementation of Performer, a linear attention-based transformer, in Pytorch

Django Bootstrap ⭐ 735

Django Form Implementation of the Twitter-Bootstrap UI

Attentiondeepmil ⭐ 727

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

Self Attention Gan ⭐ 722

Speech Transformer ⭐ 714

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

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Spatial Transformer Network ⭐ 661

A Tensorflow implementation of Spatial Transformer Networks.

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Long Range Arena ⭐ 635

Long Range Arena for Benchmarking Efficient Transformers

Image_captioning ⭐ 634

Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"

Cbam.pytorch ⭐ 630

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Tensorflow Ocr ⭐ 616

🖺 OCR using tensorflow with attention

Longnet ⭐ 613

Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

Rlseq2seq ⭐ 610

Deep Reinforcement Learning For Sequence to Sequence Models

Tab Transformer Pytorch ⭐ 609

Implementation of TabTransformer, attention network for tabular data, in Pytorch

Bottom Up Attention Vqa ⭐ 606

An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.

Transformer Tts ⭐ 599

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

Moran_v2 ⭐ 593

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

Keras Self Attention ⭐ 570

Attention mechanism for processing sequential data that considers the context for each timestamp.

Tensorflow Implementation of R-Net

Attentiongan ⭐ 564

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

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

Adaptive Span ⭐ 557

Transformer training code for sequential tasks

Self Attention Cv ⭐ 550

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

Attention Cnn ⭐ 550

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Punctuator2 ⭐ 532

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

Keras_cv_attention_models ⭐ 523

Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,effi alias kecam

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

Seq2seq ⭐ 502

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"

Attentionocr ⭐ 488

Scene text recognition

Medical Transformer ⭐ 484

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Rnn Nlu ⭐ 454

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

Mac Network ⭐ 445

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

PyTorch source code for "Stacked Cross Attention for Image-Text Matching" (ECCV 2018)

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Bigbird ⭐ 433

Transformers for Longer Sequences

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Source Code Notebook ⭐ 428

关于一些经典论文源码的逐行中文笔记

Residualattentionnetwork Pytorch ⭐ 423

a pytorch code about Residual Attention Network. This code is based on two projects from

Multimodal Transformer ⭐ 418

[ACL'19] [PyTorch] Multimodal Transformer

Keras Text ⭐ 417

Text Classification Library in Keras

Aspect Based Sentiment Analysis ⭐ 413

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

Keras Transformer ⭐ 410

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

Ner Bert ⭐ 405

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Neural Network for generating structured queries from natural language.

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