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The Top 23 Pytorch Attention Open Source Projects

Open source projects categorized as Pytorch Attention
Categories > Machine Learning > Attention
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, ... 🧠
dependent packages 2total releases 79most recent commit 3 months agopypi labml-nn} Downloads
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
dependent packages 6total releases 184most recent commit 4 months agopypi vit-pytorch} Downloads
Nlp Tutorial ⭐ 13,226
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 5 months ago
External Attention Pytorch ⭐ 10,361
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
total releases 2most recent commit 3 months ago
Attention Is All You Need Pytorch ⭐ 7,910
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 7 months ago
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33most recent commit 3 months agopypi espnet} Downloads
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5most recent commit 8 months agopypi bertviz} Downloads
Pytorch Seq2seq ⭐ 5,024
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
most recent commit 3 months ago
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 4 months ago
Image_segmentation ⭐ 2,186
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
most recent commit 10 months ago
A Pytorch Tutorial To Image Captioning ⭐ 2,084
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
most recent commit 2 years ago
Reformer Pytorch ⭐ 1,917
Reformer, the efficient Transformer, in Pytorch
total releases 139most recent commit 10 months ago
Deepvoice3_pytorch ⭐ 1,906
PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models
most recent commit 4 months ago
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!
most recent commit a year ago
Attention Module ⭐ 1,746
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
most recent commit a year ago
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🚀
most recent commit a year ago
Pygat ⭐ 1,684
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
most recent commit 3 years ago
Chinese Text Classification Pytorch ⭐ 1,609
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At
most recent commit 4 years ago
Yolov4 Pytorch ⭐ 1,572
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
most recent commit 2 years ago
Danet ⭐ 1,556
Dual Attention Network for Scene Segmentation (CVPR2019)
most recent commit 4 years ago
Fast Transformers ⭐ 1,369
Pytorch library for fast transformer implementations
dependent packages 5total releases 8most recent commit a year agopypi pytorch-fast-transformers} Downloads
Rcan ⭐ 1,252
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
most recent commit 10 months ago
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
most recent commit a year ago
The 10 Most Depended On Pytorch Attention Open Source Projects
Axial Positional Embedding ⭐ 27
Axial Positional Embedding for Pytorch
dependent packages 11total releases 6latest release June 12, 2020most recent commit 3 years agopypi axial-positional-embedding} Downloads
Fast Transformers ⭐ 1,369
Pytorch library for fast transformer implementations
dependent packages 5total releases 8latest release October 14, 2020most recent commit a year agopypi pytorch-fast-transformers} Downloads
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
Performer Pytorch ⭐ 777
An implementation of Performer, a linear attention-based transformer, in Pytorch
dependent packages 5total releases 77latest release February 02, 2022most recent commit 2 years agopypi performer-pytorch} Downloads
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5latest release April 02, 2022most recent commit 8 months agopypi bertviz} Downloads
Linear Attention Transformer ⭐ 278
Transformer based on a variant of attention that is linear complexity in respect to sequence length
dependent packages 2total releases 50latest release September 07, 2021most recent commit 3 years agopypi linear-attention-transformer} Downloads
Axial Attention ⭐ 140
Implementation of Axial attention - attending to multi-dimensional data efficiently
dependent packages 2total releases 24latest release August 26, 2021most recent commit 3 years agopypi axial-attention} Downloads
Linformer ⭐ 194
Implementation of Linformer for Pytorch
dependent packages 2total releases 8latest release December 13, 2020most recent commit 4 months agopypi linformer} Downloads
The 10 Latest Releases In Pytorch Attention Open Source Projects
Espnet ⭐ 7,563
End-to-End Speech Processing Toolkit
dependent packages 5total releases 33latest release October 25, 2023most recent commit 3 months agopypi espnet} Downloads
Isab Pytorch ⭐ 44
An implementation of (Induced) Set Attention Block, from the Set Transformers paper
dependent packages 1total releases 9latest release January 10, 2023most recent commit a year agopypi isab-pytorch} Downloads
Tab Transformer Pytorch ⭐ 609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 19latest release November 01, 2022most recent commit 5 months ago
Joeynmt ⭐ 647
Minimalist NMT for educational purposes
dependent packages 1total releases 13latest release September 20, 2022most recent commit 3 months agopypi joeynmt} Downloads
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5latest release April 02, 2022most recent commit 8 months agopypi bertviz} Downloads
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