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dukehouse's Projects

ipod-classic-js icon ipod-classic-js

An iPod Classic that connects to Apple Music and Spotify. Built with React & Styled Components

leetcode-go icon leetcode-go

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

logoly icon logoly

A Pornhub Flavour Logo Generator

macapps icon macapps

分享个人收集的Mac的App,持续更新中...

mathematics icon mathematics

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

nocode icon nocode

写最稳的代码,玩最辣的应用。放下屠刀,落地成盒。

nocode-1 icon nocode-1

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

obsidianmd_dracula_duke_x_lyt icon obsidianmd_dracula_duke_x_lyt

Theme for ObsidianMD. A mix of LYT Mode (https://github.com/nickmilo/LYT-Mode) and Dracula (https://github.com/dracula/obsidian)

openbilibilicode icon openbilibilicode

这次只提供压缩版本和部分源码截图,别问这是什么,问就开花

pneumonia-diagnosis-using-xrays-96-percent-recall icon pneumonia-diagnosis-using-xrays-96-percent-recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.

pock icon pock

Display macOS Dock in Touch Bar

ros_qt5_gui_app icon ros_qt5_gui_app

ROS human computer interface based on Qt5(基于Qt5的ROS人机交互界面)

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