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yunhongguang's Projects

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

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

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

fastsbl

A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

leetcode-go

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

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！🚀

medium_notebook

Repository containing notebooks of my posts on Medium

mlwithpytorch

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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 ;)

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》)

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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.

rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

rose-pine-matplotlib

All natural pine, faux fur and a bit of soho vibes for the classy minimalist

simclr-2

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

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