Awesome Open Source

Programming Languages

Search results for attention

2,121 search results found

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

Adaptive Span ⭐ 557

Transformer training code for sequential tasks

Stereo Transformer ⭐ 555

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers. (ICCV 2021 Oral)

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

Residual Attention Network ⭐ 547

Residual Attention Network for Image Classification

A Visual Analysis Tool to Explore Learned Representations in Transformers Models

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

Ban Vqa ⭐ 527

Bilinear attention networks for visual question answering

Chinesenre ⭐ 523

中文实体关系抽取，pytorch，bilstm+attention

Keras_cv_attention_models ⭐ 523

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

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

Transformers.jl ⭐ 479

Julia Implementation of Transformer models

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

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)

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

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

Dl4j Tutorials ⭐ 429

dl4j 基础教程配套视频：https://space.bilibili.com/327018681/#/

Source Code Notebook ⭐ 428

关于一些经典论文源码的逐行中文笔记

Keras Unet Collection ⭐ 428

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

Residualattentionnetwork Pytorch ⭐ 423

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

Deep learning for audio processing

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)

File system utilities for Clojure.

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

Keras Transformer ⭐ 410

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

Neural Network for generating structured queries from natural language.

Ner Bert ⭐ 404

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

Point Transformer Pytorch ⭐ 402

Implementation of the Point Transformer layer, in Pytorch

Hierarchical Attention Networks ⭐ 396

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Attention Ocr Chinese Version ⭐ 394

Attention OCR Based On Tensorflow

Time Series Autoencoder ⭐ 386

📈 PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series 📈

Awesome Gcn ⭐ 377

resources for graph convolutional networks （图卷积神经网络相关资源）

Siggraphasia2019_remastering ⭐ 376

Code for the paper "DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement". http://iizuka.cs.tsukuba.ac.jp/projects/remasterin

Pytorch Original Transformer ⭐ 376

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.

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Recurrent Visual Attention ⭐ 367

A PyTorch Implementation of "Recurrent Models of Visual Attention"

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

Attention Augmented Conv2d ⭐ 363

Implementing Attention Augmented Convolutional Networks using Pytorch

Ai News ⭐ 361

Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CV

Code for our CVPR 2019 paper: Selective Kernel Networks; See zhihu：https://zhuanlan.zhihu.com/p/59690223

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Dynamic Convolution Pytorch ⭐ 352

Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)

Relationprediction ⭐ 347

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

Reimplementation of DRAW

Nlp Projects ⭐ 345

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral). Code using Jittor Framework is available.

Tacotronv2_wavernn_chinese ⭐ 344

tacotronV2 + wavernn 实现中文语音合成(Tensorflow + pytorch)

Sagpool ⭐ 338

Official PyTorch Implementation of SAGPool - ICML 2019

Action Recognition Visual Attention ⭐ 338

Action recognition using soft attention based deep recurrent neural networks

Transformer_time_series ⭐ 331

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

Cs224n 2019 Solutions ⭐ 329

Complete solutions for Stanford CS224n, winter, 2019

Uaa Behind Zuul Sample ⭐ 326

Spring AuthorizationServer load balanced behind Zuul

Mprgdeeplearninglecturenotebook ⭐ 324

Linformer Pytorch ⭐ 323

My take on a practical implementation of Linformer for Pytorch.

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Marktool ⭐ 321

DoTAT 是一款基于web、面向领域的通用文本标注工具，支持大规模实体标注、关系标注、事件标注、文本分类、基于

Transformer Tensorflow ⭐ 318

Implementation of Transformer Model in Tensorflow

Chinese Chatbot ⭐ 318

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

Keras Transformer ⭐ 312

Transformer implemented in Keras

Text Classification Models Pytorch ⭐ 309

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

Attention Analysis ⭐ 309

Relation Aware Global Attention Networks ⭐ 305

We design an effective Relation-Aware Global Attention (RGA) module for CNNs to globally infer the attention.

Transformer Tensorflow ⭐ 304

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

Keras Gat ⭐ 301

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

Youmaynotneedattention ⭐ 301

Code for the Eager Translation Model from the paper You May Not Need Attention

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Abd Net ⭐ 297

[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

An Attention-Based User Behavior Modeling Framework for Recommendation

Var Attn ⭐ 296

Latent Alignment and Variational Attention

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

Code of Directional Self-Attention Network (DiSAN)

Attention_is_all_you_need ⭐ 293

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Cm3leon ⭐ 288

An open source implementation of "Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning", an all-new multi modal AI that uses just a decoder to generate both text and images

Adaptiveattention ⭐ 288

Implementation of "Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning"

Biformer ⭐ 288

[CVPR 2023] Official code release of our paper "BiFormer: Vision Transformer with Bi-Level Routing Attention"

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Tf Keras Vis ⭐ 286

Neural network visualization toolkit for tf.keras

Slot Attention ⭐ 286

Implementation of Slot Attention from GoogleAI

Ffa Net ⭐ 286

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

Graphtransformer ⭐ 285

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

Hiecoattenvqa ⭐ 284

Open Musiclm ⭐ 281

Implementation of MusicLM, a text to music model published by Google Research, with a few modifications.

Attention Based Bilstm Relation Extraction ⭐ 279

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

Linear Attention Transformer ⭐ 278

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

Related Searches

Python Attention (2,327)

Pytorch Attention (645)

Jupyter Notebook Attention (557)

101-200 of 2,121 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.