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annotated_deep_learning_paper_implementations

🧑‍🏫 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, ... 🧠

attention_unet

Raw implementation of attention gated U-Net by Keras

book_deeplearning_in_pytorch_source

modl-qsm

Source codes and trained networks described in the paper: MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping

mrtrix3

MRtrix3 provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density

notionnext

使用 NextJS + Notion API 实现的，支持多种部署方案的静态博客，无需服务器、零门槛搭建网站，为Notion和所有创作者设计。 (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)

percnn

Encoding physics to learn reaction-diffusion processes

sdc-bids-dmri

Introduction to dMRI

spharm-net

SPHARM-Net: Spherical Harmonics-based Convolutional Neural Network

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

unet-pytorch

这是一个unet-pytorch的源码，可以训练自己的模型

unsupervised-classification

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

yousan.ai

Awesome resources of yousan.ai(closely related to deep learning).