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The Top 23 Python Attention Open Source Projects

Open source projects categorized as Python Attention
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 5 months agopypi vit-pytorch} Downloads
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 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 4 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
Text_classification ⭐ 7,628
all kinds of text classification models and more with deep learning
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
Gpt Neox ⭐ 6,366
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
most recent commit 4 months ago
Nmt ⭐ 6,085
TensorFlow Neural Machine Translation Tutorial
most recent commit 2 years ago
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5most recent commit 9 months agopypi bertviz} Downloads
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 4 months ago
Transformer ⭐ 3,882
A TensorFlow Implementation of the Transformer: Attention Is All You Need
most recent commit a year ago
X Transformers ⭐ 3,840
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 10total releases 317most recent commit 3 months agopypi x-transformers} Downloads
Scenic ⭐ 2,733
Scenic: A Jax Library for Computer Vision Research and Beyond
most recent commit 4 months ago
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34most recent commit 4 months agopypi spektral} Downloads
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
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 3 years ago
Reformer Pytorch ⭐ 1,917
Reformer, the efficient Transformer, in Pytorch
total releases 139most recent commit a year ago
Deepvoice3_pytorch ⭐ 1,906
PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models
most recent commit 5 months ago
Self Attention Gan ⭐ 1,822
Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)
most recent commit 3 years 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
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
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
The 10 Most Depended On Python Attention Open Source Projects
Local Attention ⭐ 270
An implementation of local windowed attention for language modeling
dependent packages 17total releases 34latest release October 24, 2023most recent commit 7 months agopypi local-attention} Downloads
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
X Transformers ⭐ 3,840
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 10total releases 317latest release December 02, 2023most recent commit 3 months agopypi x-transformers} Downloads
Keras Self Attention ⭐ 570
Attention mechanism for processing sequential data that considers the context for each timestamp.
dependent packages 9total releases 43latest release January 22, 2022most recent commit 2 years agopypi keras-self-attention} Downloads
Ride ⭐ 920
Test data editor for Robot Framework
dependent packages 7total releases 63latest release November 01, 2023most recent commit 4 months agopypi robotframework-ride} Downloads
Spektral ⭐ 2,317
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 6total releases 34latest release June 01, 2023most recent commit 4 months agopypi spektral} 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
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
The 10 Latest Releases In Python Attention Open Source Projects
X Transformers ⭐ 3,840
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dependent packages 10total releases 317latest release December 02, 2023most recent commit 3 months agopypi x-transformers} Downloads
Keras_cv_attention_models ⭐ 523
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,effi alias kecam
dependent packages 1total releases 94latest release November 21, 2023most recent commit 4 months agopypi keras-cv-attention-models} Downloads
Ride ⭐ 920
Test data editor for Robot Framework
dependent packages 7total releases 63latest release November 01, 2023most recent commit 4 months agopypi robotframework-ride} Downloads
Spear Tts Pytorch ⭐ 178
Implementation of Spear-TTS - multi-speaker text-to-speech attention network, in Pytorch
dependent packages 2total releases 52latest release October 30, 2023most recent commit 6 months agopypi spear-tts-pytorch} Downloads
Yatracker ⭐ 5
Asyncio Yandex Tracker API client
total releases 18latest release October 30, 2023most recent commit 5 months ago
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
Local Attention ⭐ 270
An implementation of local windowed attention for language modeling
dependent packages 17total releases 34latest release October 24, 2023most recent commit 7 months agopypi local-attention} Downloads
Tf Keras Vis ⭐ 286
Neural network visualization toolkit for tf.keras
dependent packages 2total releases 30latest release October 06, 2023most recent commit 7 months agopypi tf-keras-vis} Downloads
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