当前位置:首页 > 电子书籍 > 软件工程 > 软件概论 > 正文
更多
网友评论 下载帮助 收藏该页
软件类型:国外书籍 软件分类:软件概论 授权方式:免费版 界面语言:英文 软件大小:7466KB 运行环境:Win9x,NT,2000,XP,2003 软件等级:★★★☆☆ 发布时间:2008-11-11 下载次数:
顶一下
(0)
0%
踩一下
(0)
0%
Pattern Recognition and Machine Learning电子书籍介绍
Pattern Recognition and Machine Learning

Pattern recognition has its origins in engineering, whereas machine learning grew
out of computer science. However, these activities can be viewed as two facets of
the same field, and together they have undergone substantial development over the
past ten years. In particular, Bayesian methods have grown from a specialist niche to
become mainstream, while graphical models have emerged as a general framework
for describing and applying probabilistic models. Also, the practical applicability of
Bayesian methods has been greatly enhanced through the development of a range of
approximate inference algorithms such as variational Bayes and expectation propagation.
Similarly, new models based on kernels have had significant impact on both
algorithms and applications.
This new textbook reflects these recent developments while providing a comprehensive
introduction to the fields of pattern recognition and machine learning. It is
aimed at advanced undergraduates or first year PhD students, as well as researchers
and practitioners, and assumes no previous knowledge of pattern recognition or machine
learning concepts. Knowledge of multivariate calculus and basic linear algebra
is required, and some familiarity with probabilities would be helpful though not essential
as the book includes a self-contained introduction to basic probability theory.

TAG标签:
下载地址 [第一次来风信网的朋友请查看下载帮助:进入下载帮助]

☉推荐使用第三方专业下载工具迅雷网际快车下载本站软件,使用 WinRAR v3.50 以上版本解压本站软件。
☉如果这个软件总是不能下载的请点击报告错误,谢谢合作!!
☉下载本站资源,如果服务器暂不能下载请过一段时间重试!
☉如果遇到什么问题,请登陆风信社区去咨寻,我们将在那里提供更多 、更好的服务!
☉本站提供的一些商业软件是供学习研究之用,如用于商业用途,请购买正版。

------分隔线----------------------------
Pattern Recognition and Machine Learning的网友评论