Monstrous Fictions: Reflections on John Calvin in a Time of Culture War, Rasmussen Carl J.
Автор: Rasmussen, Carl Edward Williams, Christopher K. I. Название: Gaussian processes for machine learning ISBN: 026218253X ISBN-13(EAN): 9780262182539 Издательство: MIT Press Рейтинг: Цена: 8465.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.
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.
Автор: Rasmussen Carl G. Название: Zondervan Atlas of the Bible ISBN: 0310270502 ISBN-13(EAN): 9780310270508 Издательство: Неизвестно Цена: 5930.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Explore the lands of the Bible and the history of scripture with unprecedented clarity.
This major revision of the Gold Medallion Award-winning Zondervan NIV Atlas of the Bible is a visual feast that will help you experience the geography and history of Scripture with unprecedented clarity. The first section of the Atlas introduces the playing board of biblical history. The next section, arranged historically, begins with Eden and traces the historical progression of the Old and New Testaments. It concludes with chapters on the history of Jerusalem, the disciplines of historical geography, and the most complete and accurate listing and discussion of place-names found in any atlas.
Unique features include:
Stunning multidimensional and three-dimensional maps
Over 100 new relevant-to-topic images
Revised engaging text
Innovative chronological charts and graphics
A complete geographical dictionary and index available for in-depth studies
The Zondervan Atlas of the Bible is destined to become a favorite guide to biblical geography for students of the Bible. This accessible and complete resource will assist you as you enter into the world of the Bible as never before.
Описание: This book demonstrates that an ethics of individual conscience and virtue is incommensurate with Calvin`s doctrine and shows that for Calvin, Christians are bound in conscience to obey secular government. He further argues that a shared understanding of Calvin and a broader ecumenism could be a path out of culture war.
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