资源列表
CH-8.6---PageRank
- 非常著名的pagerank算法曾经在google使用，奠基的google在搜索王国的地位，本算法是hadoop的实现版本-Very famous pagerank algorithm has been used in google, the foundation of the google search in the Kingdom of the position, the algorithm is the realization of hadoop version
利用Python进行数据分析
- 数据挖掘python语言的学习资料，包括常用算法的实现和工具的使用(Data Mining Pthon Language Learning Materials, including the Implementation of Common Algorithms and the Use of Tools)
pca-hmmP
- 利用HMM算法来预测回转窑的喂煤量,以辅助工业现场的判断-Use HMM algorithm to predict the kiln feed coal to assist the industrial field judge
SVM-KM
- 支持向量机与核学习工具箱，用于数据挖掘中核方法开发的必备工具，如支持向量机、极限学习机等。-Support vector machine (SVM) and nuclear learning toolkit for nuclear method development of necessary tools in data mining, such as support vector machine (SVM), extreme learning machine, etc.
Localization
- 经典的无线传感网络（WSN）节点定位算法的matlab代码，算法包括: RSSI, Centroid, APIT, DV-hop, Amorphous, Bounding Box, Grid Scan, MDS-MAP-Classic wireless sensor networks (WSN) localization algorithm matlab code, algorithms include: RSSI, Centroid, APIT, DV-hop, Amorphous, Boun
InfoRetri
- 基于朴素贝叶斯的文本分类，包含去停用词，分词，特征提取，分类等-Text classification, based libsvm, included to stop words, segmentation, feature extraction and classification
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)
pca_exercise
- 这是一份介绍PCA在图像处理里面的例子，里面代码都有详细介绍，很有价值-This is a descr iption of the image processing inside PCA example, which codes are detailed, great value
openlogic-tomcat-7.0.12-windows-amd64-bin-1
- good coding for beginner
R Graphics Cookbook2013
- about data visualization in R is available! The book covers many of the same topics as the Graphs and Data Manipulation sections of this website, but it goes into more depth and covers a broader range of techniques.
cluster
- science杂志上关于聚类的文章代码,通过重新定义距离和密度的概念，自动获取聚类中心-clustering Codes about an article published in a scientific journal
PCA
- 主成分分析做人脸识别的一个很简单的应用，其中数据集是CMU的一个人脸数据集，数据集和程序打包一起了，其中参数可以修改的，比较粗糙，不过能对PCA做人脸识别有一个大概的认识-The principal component analysis to do a very simple application of face recognition, the data set is a face of the CMU data set, the data set and the package toget