资源列表
GP
- 基于贝叶斯理论的高斯过程代码，包含高斯过程回归分析，以及相关噪声处理和高斯过程分类，提供数据进行测试，-Gauss procedure code based on Bayesian theory, including Gaussian process regression analysis, and related processing and noise Gaussian process classification, to provide data for testing, etc.
ecoli
- 聚类是将数据对象分组成多个簇（Cluster），同一个簇内 部的任意两个对象之间具有较高的 ），同一个簇内 部的任意两个对象之间具有较高的 相似度，而属于不同簇 的两个对象间具有较高的 ，而属于不同簇 的两个对象间具有较高的 相异度。相异度可以根据描述对 象的属性值计算，对象间的距离是最常采用的度量指标。-Clustering is a data object into a plurality of clusters (the Cluster), with a clu
myKmeans.m
- 模式识别学习中使用matlab编写的Kmeans算法实现的小程序-Learning to use pattern recognition matlab prepared Kmeans algorithm small program
IWO_Kohonen
- 基于杂草算法Kohonen网络入侵检测 -Weeds algorithm based on Kohonen network intrusion detection
newTimeCausality_Sanqing
- 用于计算胡三庆教授提出的信因果关系的函数，直接使用即可-can be used to calculate the new causality which proposed by Prof.Hu
search_tu
- 图的搜索算法，广度优先搜索和深度优先搜索。 算法思想来自《算法导论》，自己编的，效果还行-Graph search algorithm, breadth-first search and depth-first search. Algorithm thinking " Introduction to Algorithms" , own, and the results were OK
time-sequence
- 数据挖掘，时间序列分析算法的实现和应用，python语言开发-data miniing
zonghexunlian
- 信息智能分析综合作业，神经网络,chongqing-Comprehensive information intelligence job analysis, neural networks, chongqing
kmeans_cq
- Kmeans算法的简单应用，根据重庆市各区经济情况聚类-Simple application Kmeans algorithm, according to the economic situation in the districts of Chongqing Cluster
Change-Detection-Code
- 遥感影像变化检测经典算法(IR-MAD、MAD、CVA、PCA),另外进行了算法的Demo和精度等计算评价（OA、Kappa、AUC、ROC）-Remote sensing image change detection classical algorithm (IR-MAD, MAD, CVA, PCA), were additionally algorithms and calculation accuracy Demo Assessment (OA, Kappa, AUC, ROC)
tfidf
- TFIDF algorithm to achieve, through the input data sets and keywords to get each keyword corresponding weights to achieve text classification TFIDF算法的实现，通过输入数据集和关键词来获取每个关键词对应的权重，实现文本分类-TFIDF algorithm to achieve, through the input data sets and
lasso-enet
- 针对数据挖掘中的lasso算法，可用于选择变量-Data driven algorithm for lasso based regression modelling which can be used for variable selection