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The Top 23 Python Pytorch Self Attention Open Source Projects

Open source projects categorized as Python Pytorch Self Attention
Categories > Self Attention
Informer2020 ⭐ 4,553
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
most recent commit 3 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
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
Ccnet ⭐ 1,061
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
most recent commit 3 years ago
Speech Transformer ⭐ 714
A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.
most recent commit a year ago
How Do Vits Work ⭐ 571
(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
most recent commit 2 years ago
Text Classification Pytorch ⭐ 538
Text classification using deep learning models in Pytorch
most recent commit 5 years ago
Structured Self Attention ⭐ 412
A Structured Self-attentive Sentence Embedding
most recent commit 5 years ago
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Deep_learning_nlp ⭐ 359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
most recent commit 4 years ago
Relational Rnn Pytorch ⭐ 228
An implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
most recent commit 5 years ago
Dsmil Wsi ⭐ 224
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
most recent commit 10 months ago
Tokengt ⭐ 209
[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch
most recent commit a year ago
Saits ⭐ 201
The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) model with efficiency for time series imputation (imputing multivariate incomplete time series containing missing data/values). https://arxiv.org/abs/2202.08516
most recent commit 3 months ago
Stand Alone Self Attention ⭐ 171
Implementing Stand-Alone Self-Attention in Vision Models using Pytorch
most recent commit 4 years ago
Attnsleep ⭐ 113
[TNSRE 2021] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
most recent commit 7 months ago
Perceiver Io ⭐ 110
Unofficial implementation of Perceiver IO
total releases 5most recent commit 2 years ago
Pytorch Psetae ⭐ 98
PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"
most recent commit 2 years ago
Parallel Tacotron2 ⭐ 80
PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling
most recent commit 3 years ago
Query Selector ⭐ 73
LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION
most recent commit 5 months ago
R Men ⭐ 70
Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
most recent commit 2 years ago
Crabnet ⭐ 65
Predict materials properties using only the composition information!
most recent commit a year ago
Egt_pytorch ⭐ 58
Edge-Augmented Graph Transformer
most recent commit 5 months ago
The 3 Latest Releases In Python Pytorch Self Attention Open Source Projects
Perceiver Io ⭐ 110
Unofficial implementation of Perceiver IO
total releases 5latest release June 20, 2022most recent commit 2 years ago
Transformer Physx ⭐ 40
Transformers for modeling physical systems
total releases 8latest release October 28, 2021most recent commit 2 years ago
Global Self Attention Network ⭐ 49
A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
dependent packages 1total releases 7latest release November 21, 2020most recent commit 3 years agopypi gsa-pytorch} Downloads
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