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2,121 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

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

Gpt Neox ⭐ 6,366

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

TensorFlow Neural Machine Translation Tutorial

Bertviz ⭐ 5,547

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

Pytorch Seq2seq ⭐ 5,024

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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

Nlp_paper_study ⭐ 3,373

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Scenic ⭐ 2,733

Scenic: A Jax Library for Computer Vision Research and Beyond

Spektral ⭐ 2,317

Graph Neural Networks with Keras and Tensorflow 2.

Leader Line ⭐ 2,208

Draw a leader line in your web page.

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

Self Attention Gan ⭐ 1,822

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

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)"

Yoloair ⭐ 1,714

🔥🔥🔥YOLOv5, YOLOv6, YOLOv7, YOLOv8, PPYOLOE, YOLOX, YOLOR, YOLOv4, YOLOv3, Transformer, Attention, TOOD and Improved-YOLOv5-YOLOv7... Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

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

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

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.

Swipebackhelper ⭐ 1,378

make your activity can swipe to close

Fast Transformers ⭐ 1,369

Pytorch library for fast transformer implementations

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

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

Seq2seq Attn ⭐ 1,167

Sequence-to-sequence model with LSTM encoder/decoders and attention

Attention Transfer ⭐ 1,120

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

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

Rebar ⭐ 1,089

ATTENTION: Please find the canonical repository here:

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).

Awesome Yolo Object Detection ⭐ 1,047

🚀🚀🚀 A collection of some awesome public YOLO object detection series projects.

Simplecvreproduction ⭐ 1,021

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

Transformer ⭐ 1,014

PyTorch Implementation of "Attention Is All You Need"

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Sparse_attention ⭐ 1,002

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

Vit Pytorch ⭐ 984

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Bottom Up Attention ⭐ 979

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

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.

Coordattention ⭐ 937

Code for our CVPR2021 paper coordinate attention

Attention Learn To Route ⭐ 931

Attention based model for learning to solve different routing problems

Test data editor for Robot Framework

Arctic Captions ⭐ 831

Awesome Image Captioning ⭐ 828

A curated list of image captioning and related area resources. :-)

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

Awesome Fast Attention ⭐ 717

list of efficient attention modules

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.

Dockerjenkins_tutorial ⭐ 693

A repository for items learned in my Getting Started with Jenkins and Docker tutorial series

Transformer ⭐ 691

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

Dota Doai ⭐ 676

This repo is the codebase for our team to participate in DOTA related competitions, including rotation and horizontal detection.

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.

Joeynmt ⭐ 647

Minimalist NMT for educational purposes

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"

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

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

Quill Image Extend Module ⭐ 583

vue-quill-editor的增强模块，提供图片上传，复制插入，拖拽插入，支持与其他模块一起使用

Nlp Paper ⭐ 579

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

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Python Attention (2,327)

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