matlab的分群工具箱 包括agglom（Basic Agglomerative Clustering）、 kmeans（k-means clustering ）、mixtureEM（cluster by estimating a mixture of Gaussians）、mixtureSelect（estimate a mixture with unknown K using BIC）、EM（Expectation-Maximization） 以及相关的Demo和C程序
Chapter 1. Introduction 1.1 Is Pattern Recognition Important? 1.2 Features, Feature Vectors, and Classifiers 1.3 Supervised, Unsupervised, and Semi-Supervised Learning 1.4 MATLAB Programs 1.5 Outline of the Book Chapter 2. Classifiers Based on Bayes
Get to grips with key data visualization and predictive analytic skills using R About This Book Acquire predictive analytic skills using various tools of R Make predictions about future events by discovering valuable information from data using R Co
VLFeat是一款由Andrea Vedaldi和Brian Fulkerson先生创建的开源图像处理库，都属于机器视觉算法，vlfeat库有C和matlab两种实现，包括了SIFT,MSER, k-means, hierarchical k-means, agglomerative information bottleneck, and quick shift 这个库是C语言写的，效率比较高，支持Windows, Mac OS X, and Linux操作系统。可以在matlab、Shell
Mastering-Predictive-Analytics-with-Python.pdfContents
Preface
Chapter 1: From Data to decisions- Getting started with
Analytic Applications
Designing an advanced analytic solution
Data layer warehouses, lakes, and streams
Modeling layer
468
Deployme
The 5 Clustering Algorithms Data Scientists Need to Know
Clustering is a Machine Learning technique that involves the grouping of data points. Given a set of data points, we can use a clustering algorithm to classify each data point into a specic gro
