资源列表
chks光滑支持向量机-程序
- CHKS光滑孪生支持向量机程序, 采用CHKS光滑函数逼近无约束孪生支持向量机的不可微部分，得到一类光滑的孪生支持向量机。(CHKS smooth twin support vector machine program)
贝叶斯和KNN算法比较——基于Adult数据集
- 朴素贝叶斯算法和KNN算法比较，其中用到的数据集为adults(Comparison of Bias and KNN algorithms)
TI-DBSCAN
- Data mining using TI-DBSCAN algorithm
alexnet
- ALEXNET较为简单的一种实现，参数调整比较方便，数据容易替换(ALEXNET a simpler implementation, parameter adjustment more convenient, easy to replace the data)
mondrian源码分析与说明
- java语言开发的多维分析引擎，是一个开源项目，可以完成数据多维分析，按维度的上钻下钻，切片等功能(Engine analysis of multidimensional Java language development, is an open source project, the data can be done according to the dimension of multidimensional analysis, drill, slice and other functions
kyfu
- 摩拜大赛数据挖掘大赛2017，简短示意代码(Mobell data mining contest contest 2017, a brief sketch of code)
apcluster.m
- ap算法完成ap聚类操作 需要输入参数为数据集 偏向参数 输出结果为聚类数目(The AP algorithm completes the AP clustering operation, the input parameter is the data set bias parameter, and the output result is the number of clusters)
codes
- MATLAB实现随机森林，代码包放入toolbox文件夹，添加进matlab，自带数据，可以直接执行。(Achieve random forest based on MATLAB, a code package needs to put into the toolbox folder, add to the MATLAB by setting path. IT can be directly implemented with the data.)
cluster
- 快速搜索与发现密度峰值聚类方法来确定聚类中心(Clustering by fast search and find of density peaks)
Zhihu_voters-master
- 爬知乎数据，转载某博客，用于投票信息获取，亲测可用。(python-Zhihu_voters-master)
人工智能
- 从生物学开始到自然语言挖掘介绍人工智能，通识性的文档，对人工智能入门有极大的帮助。(From biology to natural language mining, the introduction of artificial intelligence, general knowledge documents, has a great help to the introduction of artificial intelligence.)
MATLAB的数值分析
- 本书以matlab为平台，介绍了数值分析预图形可视化，内容涉及matlab介绍，数学分析的数值基础，数值方法在工程科学数学问题中的应用以及绘图等内容。(This book is based on MATLAB, introduces the numerical analysis of pre visualization, covering MATLAB, numerical basis of mathematical analysis, numerical method in Mathemati