Modeling and Reasoning with Bayesian Networks pdf epub mobi txt 电子书 下载 2024


Modeling and Reasoning with Bayesian Networks

简体网页||繁体网页
Professor Adnan Darwiche
Cambridge University Press
2009-5-28
562
GBP 84.99
Hardcover
9780521884389

图书标签: 贝叶斯  机器学习  Machine-Learning  Graph-Model  Bayesian   


喜欢 Modeling and Reasoning with Bayesian Networks 的读者还喜欢




点击这里下载
    


想要找书就要到 小哈图书下载中心
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

发表于2024-12-26

Modeling and Reasoning with Bayesian Networks epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Modeling and Reasoning with Bayesian Networks epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Modeling and Reasoning with Bayesian Networks pdf epub mobi txt 电子书 下载 2024



图书描述

This 2009 book is a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The treatment of exact algorithms covers the main inference paradigms based on elimination and conditioning and includes advanced methods for compiling Bayesian networks, time-space tradeoffs, and exploiting local structure of massively connected networks. The treatment of approximate algorithms covers the main inference paradigms based on sampling and optimization and includes influential algorithms such as importance sampling, MCMC, and belief propagation. The author assumes very little background on the covered subjects, supplying in-depth discussions for theoretically inclined readers and enough practical details to provide an algorithmic cookbook for the system developer.

Modeling and Reasoning with Bayesian Networks 下载 mobi epub pdf txt 电子书

著者简介


图书目录


Modeling and Reasoning with Bayesian Networks pdf epub mobi txt 电子书 下载
想要找书就要到 小哈图书下载中心
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

用户评价

评分

评分

评分

评分

评分

读后感

评分

评分

评分

评分

评分

类似图书 点击查看全场最低价

Modeling and Reasoning with Bayesian Networks pdf epub mobi txt 电子书 下载 2024


分享链接









相关图书




本站所有内容均为互联网搜索引擎提供的公开搜索信息,本站不存储任何数据与内容,任何内容与数据均与本站无关,如有需要请联系相关搜索引擎包括但不限于百度google,bing,sogou

友情链接

© 2024 qciss.net All Rights Reserved. 小哈图书下载中心 版权所有