Transfer learning, Yang, Qiang (hong Kong University Of Science And Technology) Zhang, Yu (hong Kong University Of Science And Technology) Dai, Wenyuan Pan, Sinno Jialin
Автор: Sarkar Dipanjan, Bali Raghav, Ghosh Tamoghna Название: Hands-On Transfer Learning with Python ISBN: 1788831306 ISBN-13(EAN): 9781788831307 Издательство: Неизвестно Цена: 9010.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The purpose of this book is two-fold, we focus on detailed coverage of deep learning and transfer learning, comparing and contrasting the two with easy-to-follow concepts and examples. The second area of focus is on real-world examples and research problems using TensorFlow, Keras and Python ecosystem with hands-on examples.
Описание: The subject of this book stands at the crossroads of ergodic theory and measurable dynamics. With an emphasis on irreversible systems, the text presents a framework of multi-resolutions tailored for the study of endomorphisms, beginning with a systematic look at the latter. This entails a whole new set of tools, often quite different from those used for the “easier” and well-documented case of automorphisms. Among them is the construction of a family of positive operators (transfer operators), arising naturally as a dual picture to that of endomorphisms. The setting (close to one initiated by S. Karlin in the context of stochastic processes) is motivated by a number of recent applications, including wavelets, multi-resolution analyses, dissipative dynamical systems, and quantum theory. The automorphism-endomorphism relationship has parallels in operator theory, where the distinction is between unitary operators in Hilbert space and more general classes of operators such as contractions. There is also a non-commutative version: While the study of automorphisms of von Neumann algebras dates back to von Neumann, the systematic study of their endomorphisms is more recent; together with the results in the main text, the book includes a review of recent related research papers, some by the co-authors and their collaborators.
Автор: Robert J. Johnston; John Rolfe; Randall S. Rosenbe Название: Benefit Transfer of Environmental and Resource Values ISBN: 9401799296 ISBN-13(EAN): 9789401799294 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Benefit Transfer of Environmental and Resource Values
Автор: Georgios M. Nikolopoulos; Igor Jex Название: Quantum State Transfer and Network Engineering ISBN: 3662511029 ISBN-13(EAN): 9783662511022 Издательство: Springer Рейтинг: Цена: 14365.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Reflecting the cross-disciplinary nature of the field, this volume covers most aspects of the challenging technique of quantum state transfer and network engineering, offering readers a dynamic introduction to the fundamentals of this hot research topic.
Автор: Radu Tudor Ionescu; Marius Popescu Название: Knowledge Transfer between Computer Vision and Text Mining ISBN: 3319303651 ISBN-13(EAN): 9783319303659 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Поставка под заказ.
Описание: This ground-breaking text/reference divergesfrom the traditional view that computer vision (for image analysis) and stringprocessing (for text mining) are separate and unrelated fields of study,propounding that images and text can be treated in a similar manner for thepurposes of information retrieval, extraction and classification.
Автор: Georgios M. Nikolopoulos; Igor Jex Название: Quantum State Transfer and Network Engineering ISBN: 3642399363 ISBN-13(EAN): 9783642399367 Издательство: Springer Рейтинг: Цена: 16979.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Reflecting the cross-disciplinary nature of the field, this volume covers most aspects of the challenging technique of quantum state transfer and network engineering, offering readers a dynamic introduction to the fundamentals of this hot research topic.
Автор: Hou-Cheng Huang; Asif S. Usmani Название: Finite Element Analysis for Heat Transfer ISBN: 1447120930 ISBN-13(EAN): 9781447120933 Издательство: Springer Рейтинг: Цена: 11753.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This text presents an introduction to the application of the finite ele- ment method to the analysis of heat transfer problems. Secondly, for people who are interested in using FEM for heat transfer, we have attempted to cover a wide range of topics, presenting the essential the- ory and full implementational details including two FORTRAN programs.
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