资源列表
ex3-003(Week4)_finished
- week4 百度大牛NG的机器学习教程 文档以及程序代码，对于初学者很有帮助，有助于理解分类聚类等基本的机器学习方法-week4 Baidu Daniel NG machine learning tutorial documentation and program code, useful for beginners, help to understand the basic classification clustering of machine learning methods
air
- 利用天气情况预测空气质量的基础机器学习算法(A basic machine learning algorithm using weather conditions to predict air quality)
ex4-003(Week5)_finished
- week5 百度大数据实验室NG的机器学习教程，包括文档以及代码，有些基本的分类聚类的机器学习算法，很有帮助-week5 Baidu large data laboratory NG machine learning tutorials, including documentation and code, some basic classification machine learning clustering algorithm helpful
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
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
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.
openlogic-tomcat-7.0.12-windows-amd64-bin-1
- good coding for beginner
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
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)
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
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
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.