Varf R Var Det S Segt
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Bayesian Networks
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Author : Marco Scutari
language : en
Publisher: CRC Press
Release Date : 2021-07-28
Bayesian Networks written by Marco Scutari and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-28 with Computers categories.
Explains the material step-by-step starting from meaningful examples Steps detailed with R code in the spirit of reproducible research Real world data analyses from a Science paper reproduced and explained in detail Examples span a variety of fields across social and life sciences Overview of available software in and outside R
Informal Introduction To Algol 68
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Author : C. H. Lindsey
language : en
Publisher:
Release Date : 1971
Informal Introduction To Algol 68 written by C. H. Lindsey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with ALGOL (Computer program language) categories.
Probability Theory And Stochastic Processes With Applications Second Edition
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Author : Oliver Knill
language : en
Publisher: World Scientific Publishing Company
Release Date : 2017-01-31
Probability Theory And Stochastic Processes With Applications Second Edition written by Oliver Knill and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-31 with Mathematics categories.
This second edition has a unique approach that provides a broad and wide introduction into the fascinating area of probability theory. It starts on a fast track with the treatment of probability theory and stochastic processes by providing short proofs. The last chapter is unique as it features a wide range of applications in other fields like Vlasov dynamics of fluids, statistics of circular data, singular continuous random variables, Diophantine equations, percolation theory, random Schrödinger operators, spectral graph theory, integral geometry, computer vision, and processes with high risk.Many of these areas are under active investigation and this volume is highly suited for ambitious undergraduate students, graduate students and researchers.
Efficient Reinforcement Learning Using Gaussian Processes
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Author : Marc Peter Deisenroth
language : en
Publisher: KIT Scientific Publishing
Release Date : 2010
Efficient Reinforcement Learning Using Gaussian Processes written by Marc Peter Deisenroth and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Electronic computers. Computer science categories.
This book examines Gaussian processes in both model-based reinforcement learning (RL) and inference in nonlinear dynamic systems.First, we introduce PILCO, a fully Bayesian approach for efficient RL in continuous-valued state and action spaces when no expert knowledge is available. PILCO takes model uncertainties consistently into account during long-term planning to reduce model bias. Second, we propose principled algorithms for robust filtering and smoothing in GP dynamic systems.
Mathematical Statistics
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Author : Aleksandr Petrovich Korostelev
language : en
Publisher: American Mathematical Soc.
Release Date : 2011
Mathematical Statistics written by Aleksandr Petrovich Korostelev and has been published by American Mathematical Soc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Mathematics categories.
iPositive Give a man a fish, he eats for a day, but if you teach him to fish, you feed him for life. Such is the approach of iPositive. One day at the gym doesnt make a person fit for life; its a consistent dedication to getting the body in shape that eventually yields results. The lessons in iPositive work in much the same way: They challenge the reader to work to keep the mind in shape. The book is a powerful guide to personal happiness through positivity. Its concepts provide empowerment to overcome self-doubt, disbelief and inferiority complexes in order to transcend the negativity in life. iPositive is geared toward helping individuals become more focused on the things they most want in life, like happiness, love and success, or banish anchors that may be weighting them down, like stress, smoking or excess weight. The book gives readers the practical means to become more focused on those things they want in life, and serves as an inspirational manual for a life of fulfillment, and strength in body, mind and spirit.
A Tale Of Two Fractals
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Author : A.A. Kirillov
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-23
A Tale Of Two Fractals written by A.A. Kirillov and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-23 with Mathematics categories.
Since Benoit Mandelbrot's pioneering work in the late 1970s, scores of research articles and books have been published on the topic of fractals. Despite the volume of literature in the field, the general level of theoretical understanding has remained low; most work is aimed either at too mainstream an audience to achieve any depth or at too specialized a community to achieve widespread use. Written by celebrated mathematician and educator A.A. Kirillov, A Tale of Two Fractals is intended to help bridge this gap, providing an original treatment of fractals that is at once accessible to beginners and sufficiently rigorous for serious mathematicians. The work is designed to give young, non-specialist mathematicians a solid foundation in the theory of fractals, and, in the process, to equip them with exposure to a variety of geometric, analytical, and algebraic tools with applications across other areas.
Large Random Matrices
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Author : Alice Guionnet
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-03-25
Large Random Matrices written by Alice Guionnet and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-03-25 with Mathematics categories.
These lectures emphasize the relation between the problem of enumerating complicated graphs and the related large deviations questions. Such questions are closely related with the asymptotic distribution of matrices.
Deep Learning
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Author : Ian Goodfellow
language : en
Publisher: MIT Press
Release Date : 2016-11-10
Deep Learning written by Ian Goodfellow and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-10 with Computers categories.
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
The Oxford Handbook Of The Radical Right
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Author : Jens Rydgren
language : en
Publisher: Oxford University Press
Release Date : 2018
The Oxford Handbook Of The Radical Right written by Jens Rydgren and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Political Science categories.
The radical right : an introduction / Jens Rydgren -- Ideology and discourse -- The radical right and nationalism / Tamir Bar-On -- The radical right and islamophobia / Aristotle Kallis -- The radical right and anti-semitism / Ruth Wodak -- The radical right and populism / Hans-Georg Betz -- The radical right and fascism / Nigel Copsey -- The radical right and euroscepticism / Sofia Vasilopoulou -- Issues -- Explaining electoral support for the radical right / Kai Arzheimer -- Party systems and radical right-wing parties / Herbert Kitschelt -- The radical right and gender / Hilde Coffé -- Globalization, cleavages, and the radical right / Simon Bornschier -- Party organization and the radical right / David Art -- Charisma and the radical right / Roger Eatwell -- Media and the radical right / Antonis A. Ellinas -- The non-party sector of the radical right / John Veugelers and Gabriel Menard -- The political impact of the radical right / Michelle Hale Williams -- The radical right as social movement organizations / Manuela Caiani and Donatella Della Porta -- Youth and the radical right / Cynthia Miller Idriss -- Religion and the radical right / Michael Minkenberg -- Cross-national links and international cooperation / Manuela Caiani -- Political violence and the radical right / Leonard Weinberg and Eliot Assoudeh -- Case studies -- The radical right in France / Nonna Mayer -- The radical right in Germany, Austria, and Switzerland / Uwe Backes -- The radical right in Belgium and the Netherlands / Joop J.M. van Holsteyn -- The radical right in Southern Europe / Carlo Ruzza -- The radical right in the UK / Matthew J. Goodwin and James Dennison -- The radical right in the Nordic countries / Anders Widfeldt -- The radical right in Eastern Europe / Lenka Butíková -- The radical right in post-soviet Russia / Richard Arnold and Andreas Umland -- The radical right in post-soviet Ukraine / Melanie Mierzejewski-Voznyak -- The radical right in the United States of America / Christopher Sebastian Parker -- The radical right in Australia / Andy Fleming and Aurelien Mondon -- The radical right in Israel / Arie Perliger and Ami Pedhazur -- The radical right in Japan / Naoto Higuchi
Singularities Of Differentiable Maps
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Author : V.I. Arnold
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Singularities Of Differentiable Maps written by V.I. Arnold and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
... there is nothing so enthralling, so grandiose, nothing that stuns or captivates the human soul quite so much as a first course in a science. After the first five or six lectures one already holds the brightest hopes, already sees oneself as a seeker after truth. I too have wholeheartedly pursued science passionately, as one would a beloved woman. I was a slave, and sought no other sun in my life. Day and night I crammed myself, bending my back, ruining myself over my books; I wept when I beheld others exploiting science fot personal gain. But I was not long enthralled. The truth is every science has a beginning, but never an end - they go on for ever like periodic fractions. Zoology, for example, has discovered thirty-five thousand forms of life ... A. P. Chekhov. "On the road" In this book a start is made to the "zoology" of the singularities of differentiable maps. This theory is a young branch of analysis which currently occupies a central place in mathematics; it is the crossroads of paths leading from very abstract corners of mathematics (such as algebraic and differential geometry and topology, Lie groups and algebras, complex manifolds, commutative algebra and the like) to the most applied areas (such as differential equations and dynamical systems, optimal control, the theory of bifurcations and catastrophes, short-wave and saddle-point asymptotics and geometrical and wave optics).