This handbook presents a thorough overview in 45 chapters from more than 100 renowned experts in the field. It provides the tools to help overcome the...
高斯过程是一种非参数化的学习方法，它可以很自然的用于regression，也可以用于classification。本程序用高斯过程实现分类！...
ApMl provides users with the ability to crawl the web and download pages to their computer in a directory structure suitable for a Machine Learning sy...
Support Vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification ...
AdaBoost is an efficient tool in machine learning. It can combine a series of weak learners into a strong learner. Besides pattern classification, it ...
