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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 ...
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Nutritional Ergogenic Aids provides an up-to-date review of what is hypothetical and what is known about the most extensively used nutritional ergogenic aids; dietary supplements to enhance physical and athletic performance. Among the 23 aids discussed are branched-chain amino acids, carnitine, creatine, glucosamine, chrondroitin sulfate, taurine,
Dearest friends -- The cheerful skeptic (1711-1749) -- Encountering Hume (1723-1749) -- A budding friendship (1750-1754) -- The historian and the Kirk (1754-1759) -- Theorizing the moral sentiments (1759) -- Fêted in France (1759-1766) -- Quarrel with a wild philosopher (1766-1767) -- Mortally sick at sea (1767-1775) -- Inquiring into the Wealth of Nations (1776) -- Dialoguing about natural religion (1776) -- A philosopher's death (1776) -- Ten times more abuse (1776-1777) -- Smith's final years in Edinburgh (1777-1790) -- Hume's My Own Life and Smith's Letter from Adam Smith, LL. D. to William Strahan, Esq
Betts presents a concise introduction to the experimental technicalities of low and ultralow temperature physics research. He has made extensive use of diagrams as aids to understanding, and refers the reader to the professional literature as soon as the level of the text is high enough. Topics covered include all aspects of low temperature technology, beginning with an introduction to the thermodynamic principles of refrigeration and thermometry. The text also covers the properties of fluid 3He/4He mixtures, and all the means of achieving low temperatures, including dilution and Pomeranchuk refrigeration and adiabatic nuclear demagnetization.
This book addresses various aspects of in vitro digestibility: • Application of meta-analyses and machine learning methods to predict methane production; • Methane production of sainfoin and alfalfa; • In vitro evaluation of different dietary methane mitigation strategies; • Rumen methanogenesis, rumen fermentation, and microbial community response; • The role of condensed tannins in the in vitro rumen fermentation kinetics; • Fermentation pattern of several carbohydrate sources; • Additive, synergistic, or antagonistic effects of plant extracts; • In vitro rumen degradation and fermentation characteristics of silage and hay; • In vitro digestibility, in situ degradability,...
The precise relationship between high-functioning autism and Asperger Syndrome is still a subject of debate. This volume provides a general overview of the disorder and present diverse opinions on diagnosis and assessment, neuropsychological issues, treatment, and related conditions. A special section features personal essays by individuals diagnosed with autism or Asperger Syndrome. The result is a comprehensive and useful survey of the current state of the field that will be of great interest to clinicians, teachers, researchers, and parents.