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Arron Zhao's Projects

astar icon astar

使用A* 算法解决最短路径问题

bookrating icon bookrating

书籍数据集，每本书都有rating level（0-5）以及众多的特征，根据训练集训练机器学习模型，预测测试集rating level结果

decicsiontree icon decicsiontree

对不同数据集采用分类树，回归树，随机森林模型

java icon java

个人整理的Java学习笔记，包括Java SE，算法等。正在缓慢更新中...

javaguide icon javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试，首选 JavaGuide！

jvm icon jvm

JVM的学习笔记，包括类加载器子系统，运行时数据区（程序计数器、虚拟机栈、本地方法栈、堆、方法区）、执行引擎等

kmeans icon kmeans

针对二维平面上的点集做Kmeans聚类，经过多次episode训练，集群点趋于稳定

myblog_v1 icon myblog_v1

个人博客version1（简洁版用于练习），界面类似于微信文章发表

naivebayes icon naivebayes

使用Naive Bayes模型进行Twitter评论分类。数据集分为训练集、验证集、测试集，均是tsv文件，对于测试集的预测结果为prediction.tsv

newsclassification icon newsclassification

使用多种传统机器学习分类模型对新闻标题进行分类，使用5折交叉验证，最终模型评价指标是mean accuracy

socketprogramming icon socketprogramming

TCP&UDP实现文件传输，支持本地大文件，图片，视频文件传输，并记录传输时间

tkinter icon tkinter

python的GUI编程，简单窗口的实现

transe icon transe

TransE的纯python实现，没有使用pytorch或tensorflow

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