资源列表
py脚本
- svm支持向量机，包括训练数据，训练代码和测试代码(SVM support vector machines, welcome to download, including the data set)
DoubanMovie250DataMining
- 用于抓取豆瓣电影前250位信息，可增加或修改需要抓取的信息(To crawl the information of Top250 movies in www.douban.com, if you need ,you can edit file to add or change the information you need.)
退火算法
- 利用退火算法解决最优化问题，如最多带物品的质量为M，每件物品的质量为mi，价格为yi，怎么做才能带走价值最多的物品？(Annealing algorithm to solve the optimization problem, such as the maximum quality of goods with M, the quality of each item is Mi, the price is Yi, how to do to take away the most valuable i
trans
- 基于matlab的数据处理，主要是PCA分析(Based data Matlab processing, mainly PCA analysis)
KNN，SVM，决策树，朴素贝叶斯
- 用python的sklearn包分类 简单的对数据进行分类(Sort with Python's sklearn package Simple classification of data)
陈恩红课程
- 中国科学技术大学陈恩红教授的ppt，很有学习意义。(University of Science & Technology China professor Chen Enhong's PPT, very learning significance.)
《MATLAB智能算法30个案例》
- matlab智能算法，很适合学习的一本书，里面有相关的算法，稍后会上传对应的案例，很实用化(Matlab intelligent algorithm, very suitable for learning a book, there are related algorithms, later on the corresponding cases, very practical)
NBA_data_Analysis-Project
- 对NBA球员的大数据进行分析，含代码和结果图(Analyze the big data for NBA players, including code and result diagrams)
《小白学SAS》书中配套程序
- SAS 学习初学者入门，经典程序汇编，包括数据操作，数据挖掘等操作(SAS learning beginner entry, classic program compilation, including data manipulation, data mining and other operations)
统计建模于R
- 基于R语言的建模，结合例子的代码实现，包括假设检验与各种统计量的计算(Based on the R language modeling, combined with the code implementation of the example, including the hypothesis test and the calculation of various statistics)
粗糙集
- 主要用于计算集合p的q正域等等粗糙集基本量。。。。。。。。。。。。。。。。。。。。。(Mainly used to calculate the set of P Q positive field)
java网络爬虫
- 是一个无须配置、便于二次开发的JAVA爬虫框架（内核），它提供精简的的API，只需少量代码即可实现一个功能强大的爬虫(Is a JAVA reptile framework (kernel) that does not need to be configured for easy development. It provides a streamlined API that requires a small amount of code to implement a powerful crawl