Monthly Catalog of United States Government Publications PDF Download
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Author:
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ISBN:
Category : Government publications
Languages : en
Pages : 1756
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Book Description
Author: Carl Edward Rasmussen
Publisher: MIT Press
ISBN: 026218253X
Category : Computers
Languages : en
Pages : 266
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Book Description
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.
Author: Karim Belabas
Publisher: American Mathematical Soc.
ISBN: 1470463512
Category : Education
Languages : en
Pages : 429
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Book Description
This book presents multiprecision algorithms used in number theory and elsewhere, such as extrapolation, numerical integration, numerical summation (including multiple zeta values and the Riemann-Siegel formula), evaluation and speed of convergence of continued fractions, Euler products and Euler sums, inverse Mellin transforms, and complex L L-functions. For each task, many algorithms are presented, such as Gaussian and doubly-exponential integration, Euler-MacLaurin, Abel-Plana, Lagrange, and Monien summation. Each algorithm is given in detail, together with a complete implementation in the free Pari/GP system. These implementations serve both to make even more precise the inner workings of the algorithms, and to gently introduce advanced features of the Pari/GP language. This book will be appreciated by anyone interested in number theory, specifically in practical implementations, computer experiments and numerical algorithms that can be scaled to produce thousands of digits of accuracy.
Author: Adam Staten
Publisher: CRC Press
ISBN: 1351658891
Category : Medical
Languages : en
Pages : 219
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Book Description
This is the first book to explore the impact of 'burnout' on the current NHS GP workforce and how this can be addressed, from an insider GP perspective. Adam Staten, recently qualified GP, and Euan Lawson, Fellow of the RCGP with over 20 years experience, discuss in engaging, accessible chapters how burnout manifests psychologically, the complex reasons why GPs burn out and the individual and broader impact this can have. Most importantly, the book offers practical advice on how to avoid burning out and combat the negative effects of an increasingly high-pressure role, exploring how GPs can develop resilience and work in a way that builds a healthier work-life balance. A section is dedicated to the array of GP job options, with testimonies from practitioners working in diverse areas from education and academia to military and humanitarian settings. This book explores the challenges of working in general practice today, but it also demonstrates the potential for every GP to experience a personally and professionally satisfying career. Providing practical, workable advice and links to resources for help and support, the book enables readers to find opportunity within the perceived 'crisis'. By reading this book, you will find the means to improve not just your own working life but also to enhance the way you deliver care to your patients.
Author:
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 1756
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Book Description
Author: Robert W. Colman
Publisher: Lippincott Williams & Wilkins
ISBN: 0781749964
Category : Medical
Languages : en
Pages : 1903
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Book Description
The pre-eminent reference on coagulation disorders is now in its thoroughly updated Fifth Edition. Written by more than 160 of the world's foremost authorities, this encyclopedic volume integrates basic science and clinical practice and details all that is currently known about blood clotting disorders and how to manage patients with these and related problems. This edition has been reorganized into smaller, more tightly focused chapters to help readers find information easily. A new co-editor, Samuel Z. Goldhaber, MD, has expanded the cardiology portion of the book. Other new features include a two-color page design and more than 100 full-color illustrations.
Author:
Publisher:
ISBN:
Category : Science
Languages : en
Pages : 1048
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Book Description
Author: Amar Rughani
Publisher: Radcliffe Publishing
ISBN: 9781857755091
Category : Business & Economics
Languages : en
Pages : 188
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Book Description
This eagerly awaited new edition has been updated and expanded, and contains new material on assessing Personal Development Plans (PDPs). It provides a framework for general practitioners to demonstrate they have engaged in appropriate educational activity, essential for revalidation. The author employs his perspective as a full-time general practitioner and GP tutor to show how PDPs can be produced and used, and includes practical exercises, advice, examples and straightforward summaries. This guide is essential reading for every GP and GP tutor.
Author:
Publisher:
ISBN:
Category : Government publications
Languages : en
Pages : 1586
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Book Description
Author:
Publisher:
ISBN:
Category : Geology
Languages : en
Pages : 480
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Book Description
Author: G.P. Taylor
Publisher: Faber & Faber
ISBN: 0571271154
Category : Juvenile Fiction
Languages : en
Pages : 295
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Book Description
Shadowmancer takes you into a world of superstition, magic and witchcraft, where the ultimate sacrifice might even be life itself. Obadiah Demurral is a sorcerer who is seeking to control the highest power in the Universe. He will stop at nothing. The only people in his way are Raphah, Kate, Thomas and the mysterious Jacob Crane. Packed full of history, folklore and smuggling, Shadowmancer is a tale of an epic battle that will grip both young and old. The thrills, suspense and danger are guaranteed to grab the attention and stretch imaginations to the limit.
