Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

☆☆☆☆☆
简体网页||繁体网页

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书著者简介

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书图书目录

下载链接在页面底部

点击这里下载

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

想要找书就要到本本书屋

onlinetoolsland.com

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

发表于2024-05-18

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

喜欢 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书的读者还喜欢

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书读后感

评分☆☆☆☆☆

内容不多，毕竟只有薄薄一本，有一定的实际参考价值，是一本还可以的入门书籍。如果本身对于Kernel的方法以及统计的学习方法有一定的理解的话，看这个会觉得有些简单了。和Bishop的书相比，内容和语言上，个人觉得还有一定的差距。

评分☆☆☆☆☆

类似图书点击查看全场最低价

出版者:The MIT Press

作者:Carl Edward Rasmussen

出品人:

页数:244

译者:

出版时间:2005-12-01

价格:USD 36.00

装帧:Hardcover

isbn号码:9780262182539

丛书系列:Adaptive Computation and Machine Learning

图书标签: 机器学习 GaussianProcess 高斯过程 MachineLearning 统计学习 Gaussian ML 人工智能

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书图书描述

Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics.The book deals with the supervised-learning problem for both regression and classification, and includes detailed algorithms. A wide variety of covariance (kernel) functions are presented and their properties discussed. Model selection is discussed both from a Bayesian and a classical perspective. Many connections to other well-known techniques from machine learning and statistics are discussed, including support-vector machines, neural networks, splines, regularization networks, relevance vector machines and others. Theoretical issues including learning curves and the PAC-Bayesian framework are treated, and several approximation methods for learning with large datasets are discussed. The book contains illustrative examples and exercises, and code and datasets are available on the Web. Appendixes provide mathematical background and a discussion of Gaussian Markov processes.

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

想要找书就要到本本书屋

onlinetoolsland.com

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 用户评价

评分☆☆☆☆☆

只读了regression那章

评分☆☆☆☆☆

只读了regression那章

评分☆☆☆☆☆

易读（从machine learning）角度。深度不够（从数学角度）

评分☆☆☆☆☆

只读了regression那章

评分☆☆☆☆☆

大概是很全面的一本圣经了吧，很多细节没介绍全，但是内容全面覆盖。最新的文章都要引用这里的东西。

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

分享链接

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) pdf 下载 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) epub 下载 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) mobi 下载 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) txt 下载

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) bar code 下载

查看全网最低价

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书下载链接

本本书屋

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书 著者简介

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书 图书目录

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书

喜欢 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书 的读者还喜欢

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书 读后感

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书 图书描述

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 用户评价

分享链接

相关图书

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书著者简介

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书图书目录

喜欢 Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书的读者还喜欢

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 电子书读后感

Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) 2024 pdf epub mobi 电子书图书描述