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Class-Project

一个包含数据科学本科专业课作业的项目文件夹
目前包括的课程有

一、操作系统

(四个project )
【一个简易的shell &三个修改minix实现
内存管理 &I/O subsystem(ram盘管理)&chrt调用的相关修改】

二、计算机网络

(Java多线程&Java RPI&以及final project )

三、专业英语

(1.蘑菇二分类BP神经网络(训练30次准确率达到100%)
(2.基于PHP的小型网址文件夹(支持增删改查等基本操作))

四、概率论

卷积 图像平滑 模拟poker计算同花顺概率等

五、数据科学的数学基础

课程python程序(图像压缩 欧式距离 旋转图片 谱图聚类 LU分解 SVD分解等)

六、计算机系统与云计算

shlab in CMU
loading...持续更新中

ENGLISH VERSION

A project folder containing data science undergraduate professional coursework
The courses currently included are

1. Operating system

(four projects) [A simple shell & three modified minix implementations
Memory management& I/O subsystem (ram disk management) and related modifications of chrt call]

2. Computer network

(Java multithreading & Java RPI & final project)

3. Professional English

(1. BP neural network in mushroom classification (training 30 times with an accuracy rate of 100%)
its dataset is in the kaggle mushroom
(2. Small URL folder based on PHP
(supports basic operations such as adding, deleting, modifying and checking))

4. Probability Theory

Convolution& image smoothing& simulation poker calculation of straight flush probability, etc.

5.Mathematical Foundation of Data Science & Engineering

python program (image compression &Euclidean distance &rotating picture &spectral clustering& LU decomposition& SVD decomposition, etc.)

6.Computer system and Cloud Computing

shlab in CMU
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