Litgu.ru - Литературный Гуру

Название: First-order and Stochastic Optimization Methods for Machine Learning
Автор: Guanghui Lan
Издательство: Springer
Год: 2020
Страниц: 591
Язык: английский
Формат: pdf (true), epub
Размер: 52.3 MB

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of Machine Learning algorithms. In spite of the intensive research and development in this area, there does not exist a systematic treatment to introduce the fundamental concepts and recent progresses on Machine Learning algorithms, especially on those based on stochastic optimization methods, randomized algorithms, nonconvex optimization, distributed and online learning, and projection free methods. This book will benefit the broad audience in the area of Machine Learning, Artificial Intelligence and mathematical programming community by presenting these recent developments in a tutorial style, starting from the basic building blocks to the most carefully designed and complicated algorithms for Machine Learning.

Название: Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course
Автор: Dan Gusfield
Издательство: Cambridge University Press
Год: 2019
Страниц: 432
Язык: английский
Формат: pdf (true)
Размер: 11.4 MB

Integer linear programming (ILP) is a versatile modeling and optimization technique that is increasingly used in non-traditional ways in biology, with the potential to transform biological computation. However, few biologists know about it. This how-to and why-do text introduces ILP through the lens of computational and systems biology. It uses in-depth examples from genomics, phylogenetics, RNA, protein folding, network analysis, cancer, ecology, co-evolution, DNA sequencing, sequence analysis, pedigree and sibling inference, haplotyping, and more, to establish the power of ILP. This book aims to teach the logic of modeling and solving problems with ILP. Numerous exercises and accompanying software (in Python and Perl) demonstrate the concepts.

Название: Intelligent Biomechatronics in Neurorehabilitation
Автор: Xiaoling Hu
Издательство: Academic Press
Год: 2019
Страниц: 270
Язык: английский
Формат: pdf (true)
Размер: 17.6 MB

Intelligent Biomechatronics in Neurorehabilitation presents global research and advancements in intelligent biomechatronics and its applications in neurorehabilitation. The book covers our current understanding of coding mechanisms in the nervous system, from the cellular level, to the system level in the design of biological and robotic interfaces. Developed biomechatronic systems are introduced as successful examples to illustrate the fundamental engineering principles in the design. The third part of the book covers the clinical performance of biomechatronic systems in trial studies. Finally, the book introduces achievements in the field and discusses commercialization and clinical challenges.

Название: Deep Learning and Parallel Computing Environment for Bioengineering Systems
Автор: Arun Kumar Sangaiah
Издательство: Academic Press
Год: 2019
Страниц: 269
Язык: английский
Формат: pdf (true)
Размер: 24.7 MB

Deep Learning and Parallel Computing Environment for Bioengineering Systems delivers a significant forum for the technical advancement of deep learning in parallel computing environment across bio-engineering diversified domains and its applications. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, mining, recommendation systems, image processing, pattern recognition and predictions using deep learning paradigms is the major strength of this book. This book integrates the core ideas of deep learning and its applications in bio engineering application domains, to be accessible to all scholars and academicians.

Название: Architecting CSS: The Programmer’s Guide to Effective Style Sheets
Автор: Martine Dowden, Michael Dowden
Издательство: Apress
Год: 2020
Страниц: 241
Язык: английский
Формат: pdf (true), epub
Размер: 13.8 MB

Leverage various CSS features in combination with popular architectures in order to bring your style sheets back under your control. While CSS is the primary technology used for building beautiful web user interfaces, the style sheet files themselves are often quite ugly; left chaotic and unstructured through lack of a consistent architectural approach. By addressing the structure of your style sheets in the same way that you do with code, see how it is possible to create style rules that are clean and easy to read. Dig deep into CSS fundamentals and learn how to use the available selectors to build powerful rules.

Название: Three Days in January: Dwight Eisenhower's Final Mission
Автор: Bret Baier, Catherine Whitney
Издательство: William Morrow
Год: 2017
Формат: epub/pdf(conv.)
Страниц: 368
Размер: 10.3 Mb
Язык: English

January 1961: President Eisenhower has three days to secure the nation's future before his young successor, John F. Kennedy, takes power — a final mission by the legendary leader who planned D-Day and guided America through the darkening Cold War
Bret Baier, the Chief Political Anchor for Fox News Channel and the Anchor and Executive Editor of Special Report with Bret Baier, illuminates the extraordinary yet underappreciated presidency of Dwight Eisenhower by taking readers into Ike's last days in power. Baier masterfully casts the period between Eisenhower's now-prophetic farewell address on the evening of January 17, 1961, and Kennedy's inauguration on the afternoon of January 20 as the closing act of one of modern America's greatest leaders — during which Eisenhower urgently sought to prepare both the country and the next president for the challenges ahead.

Название: Betrayal of an Army: Mesopotamia 1914-1916
Автор: N S Nash
Издательство: Pen and Sword
Год: 2016
Формат: pdf/epub (conv.)
Страниц: 320
Размер: 44.8 Mb
Язык: English

The British invasion of Mesopotamia was initially successful in securing the oil fields around Basra by November 1914.
Despite evidence of stiffening Turkish resistance and inadequate supply lines which relied solely on the River Tigris, the Expeditionary Force was disastrously ordered to advance on Baghdad under the command of the ambitious, capable but flawed Major General Charles Townshend. After a pyrrhic victory at Ctesiphon in November 1915 the British were forced to withdraw to Kut. After a five month siege Townshend had little option but to surrender due to heavy losses and inadequate supplies.

Название: The Imagined Empire: Balloon Enlightenments in Revolutionary Europe
Автор: Mi Gyung Kim
Издательство: University of Pittsburgh Press
Год: 2017
Формат: epub
Страниц: 472
Размер: 38.2 Mb
Язык: English

The hot-air balloon, invented by the Montgolfier brothers in 1783, launched for the second time just days before the Treaty of Paris would end the American Revolutionary War. The ascent in Paris—a technological marvel witnessed by a diverse crowd that included Benjamin Franklin—highlighted celebrations of French military victory against Britain and ignited a balloon mania that swept across Europe at the end of the Enlightenment. This popular frenzy for balloon experiments, which attracted hundreds of thousands of spectators, fundamentally altered the once elite audience for science by bringing aristocrats and commoners together.