资源列表
HumanInteractions1
- Human Interactions in C#
SAS-Getting-Started
- SAS操作入门SAS Getting Started-SAS Getting Started
2014-Science-clustering
- 2014年发表在Science中的一篇文章Clustering by fast search and find of density peaks，其中还包括了作者用到的数据集和MATLAB源程序-2014 published an article in Science Clustering by fast search and find of density peaks, which also includes the author used data sets and MATLAB sourc
pca-test
- PCA简单实现，自己引用数据，能出两个基本指标图-PCA simple implementation code, their own reference data, to a data map, Q statistics and T2 statistic diagram
kmeans
- 利用了matlab编程，结果实现k-means算法-Use matlab programming, k-means algorithm to achieve results. . .
ems
- 建模优化与评价的理论基础学习，用于统计分析和数据挖掘-Based learning theory and modeling optimization and uation for statistical analysis and data mining
Rough-Set
- 学习粗糙集理论的基础，有关于粗糙集的文献，便于更好理解-Learn basic rough set theory, rough set about literature, for better understanding
native-bayes-classifier
- 朴素贝叶斯算法的源代码实现，（含训练数据）-to achieve native bayes classifier
Gradient-Descent
- 梯度下降算法示例，二元函数求最值，可直接运行，有注释-Gradient Descent algorithm
PCA
- 主元分析算法的matlab实现，可实现数据降温处理，模块完整，可直接应用。-Principal component analysis
fin_cpp
- fin-cpp算法，是一种快速频繁项挖掘算法，比fpgrownth还要快。SCI已发表认证-fin-cpp, a fast frequent itemsets method
a-decentralized-positioning-scheme
- 根据资料中的论文，部分编写了代码验证了该方案，实现了该定位方法的仿真。-According to the data in the paper, part of the proposed method is validated through the code, and realize the simulation of the positioning method.