🧑‍🏫 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, ... 🧠

Machine learning, in numpy

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Scenic: A Jax Library for Computer Vision Research and Beyond

Transformer: PyTorch Implementation of "Attention Is All You Need"

🔥🔥🔥 专注于YOLOv5，YOLOv7、YOLOv8、YOLOv9改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

Generative Adversarial Transformers

Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.

An implementation of Performer, a linear attention-based transformer, in Pytorch

Code for our CVPR2021 paper coordinate attention

list of efficient attention modules

A Tensorflow implementation of Spatial Transformer Networks.

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.