attention
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🧑🏫 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, ... 🧠
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Aug 24, 2024 - Python
Natural Language Processing Tutorial for Deep Learning Researchers
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Feb 21, 2024 - Jupyter Notebook
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
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Dec 6, 2024 - Python
A PyTorch implementation of the Transformer model in "Attention is All You Need".
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Apr 16, 2024 - Python
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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Jan 20, 2024 - Jupyter Notebook
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
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Aug 18, 2023 - C++
Transformer: PyTorch Implementation of "Attention Is All You Need"
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Aug 6, 2024 - Python
Scenic: A Jax Library for Computer Vision Research and Beyond
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Mar 12, 2025 - Python
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!
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Nov 17, 2022 - Jupyter Notebook
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
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Jun 12, 2023 - Python
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
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Jul 20, 2020 - Jupyter Notebook
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
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May 3, 2024 - Python
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
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Nov 18, 2020 - Python
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
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Jul 11, 2018 - Jupyter Notebook
Generative Adversarial Transformers
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Jun 14, 2022 - Python
Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.
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Jan 8, 2023 - Jupyter Notebook
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
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Sep 14, 2021 - Python
Quantized Attention that achieves speedups of 2.1-3.1x and 2.7-5.1x compared to FlashAttention2 and xformers, respectively, without lossing end-to-end metrics across various models.
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Mar 20, 2025 - Cuda
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