Pinned Repositories
A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
attention
Spatial and channel-wise attention
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
C-3-Framework
An open-source PyTorch code for crowd counting
Channel-Attention-Family
Paper and implementation of Channel Attention related model.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
ECANet
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
yunhongguang's Repositories
yunhongguang/A2S2K-ResNet
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
yunhongguang/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
yunhongguang/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
yunhongguang/beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
yunhongguang/C-3-Framework
An open-source PyTorch code for crowd counting
yunhongguang/Channel-Attention-Family
Paper and implementation of Channel Attention related model.
yunhongguang/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
yunhongguang/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
yunhongguang/ECANet
Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
yunhongguang/External-Attention-pytorch
Pytorch implementation of various Attention Mechanism
yunhongguang/FastSBL
A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem
yunhongguang/fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
yunhongguang/gnn-model-explainer
gnn explainer
yunhongguang/Hierarchical-attention-networks-pytorch
Hierarchical Attention Networks for document classification
yunhongguang/latex_paper_writing_tips
Tips for Writing a Research Paper using LaTeX
yunhongguang/LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
yunhongguang/leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
yunhongguang/MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
yunhongguang/MLWithPytorch
Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch
yunhongguang/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
yunhongguang/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
yunhongguang/pytorch-beginner
pytorch tutorial for beginners
yunhongguang/pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
yunhongguang/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
yunhongguang/pytorch-lightning-template
An easy-to-adapt PyTorch-Lighting template. You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well.
yunhongguang/RCAN
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
yunhongguang/rose-pine-matplotlib
All natural pine, faux fur and a bit of soho vibes for the classy minimalist
yunhongguang/tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
yunhongguang/the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
yunhongguang/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch