Coding Ockham's Razor PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Coding Ockham's Razor PDF full book. Access full book title Coding Ockham's Razor by Lloyd Allison. Download full books in PDF and EPUB format.
Author: Lloyd Allison
Publisher: Springer
ISBN: 3319764330
Category : Computers
Languages : en
Pages : 177
Get Book Here
Book Description
This book explores inductive inference using the minimum message length (MML) principle, a Bayesian method which is a realisation of Ockham's Razor based on information theory. Accompanied by a library of software, the book can assist an applications programmer, student or researcher in the fields of data analysis and machine learning to write computer programs based upon this principle. MML inference has been around for 50 years and yet only one highly technical book has been written about the subject. The majority of research in the field has been backed by specialised one-off programs but this book includes a library of general MML–based software, in Java. The Java source code is available under the GNU GPL open-source license. The software library is documented using Javadoc which produces extensive cross referenced HTML manual pages. Every probability distribution and statistical model that is described in the book is implemented and documented in the software library. The library may contain a component that directly solves a reader's inference problem, or contain components that can be put together to solve the problem, or provide a standard interface under which a new component can be written to solve the problem. This book will be of interest to application developers in the fields of machine learning and statistics as well as academics, postdocs, programmers and data scientists. It could also be used by third year or fourth year undergraduate or postgraduate students.
Author: Lloyd Allison
Publisher: Springer
ISBN: 3319764330
Category : Computers
Languages : en
Pages : 177
Get Book Here
Book Description
This book explores inductive inference using the minimum message length (MML) principle, a Bayesian method which is a realisation of Ockham's Razor based on information theory. Accompanied by a library of software, the book can assist an applications programmer, student or researcher in the fields of data analysis and machine learning to write computer programs based upon this principle. MML inference has been around for 50 years and yet only one highly technical book has been written about the subject. The majority of research in the field has been backed by specialised one-off programs but this book includes a library of general MML–based software, in Java. The Java source code is available under the GNU GPL open-source license. The software library is documented using Javadoc which produces extensive cross referenced HTML manual pages. Every probability distribution and statistical model that is described in the book is implemented and documented in the software library. The library may contain a component that directly solves a reader's inference problem, or contain components that can be put together to solve the problem, or provide a standard interface under which a new component can be written to solve the problem. This book will be of interest to application developers in the fields of machine learning and statistics as well as academics, postdocs, programmers and data scientists. It could also be used by third year or fourth year undergraduate or postgraduate students.
Author: Elliott Sober
Publisher: Cambridge University Press
ISBN: 131636853X
Category : Science
Languages : en
Pages : 325
Get Book Here
Book Description
Ockham's razor, the principle of parsimony, states that simpler theories are better than theories that are more complex. It has a history dating back to Aristotle and it plays an important role in current physics, biology, and psychology. The razor also gets used outside of science - in everyday life and in philosophy. This book evaluates the principle and discusses its many applications. Fascinating examples from different domains provide a rich basis for contemplating the principle's promises and perils. It is obvious that simpler theories are beautiful and easy to understand; the hard problem is to figure out why the simplicity of a theory should be relevant to saying what the world is like. In this book, the ABCs of probability theory are succinctly developed and put to work to describe two 'parsimony paradigms' within which this problem can be solved.
Author: Rondo Keele
Publisher: Open Court Publishing
ISBN: 0812696506
Category : Biography & Autobiography
Languages : en
Pages : 203
Get Book Here
Book Description
Ockham Explained is an important and much-needed resource on William of Ockham, one of the most important philosophers of the Middle Ages. His eventful and controversial life was marked by sharp career moves and academic and ecclesiastical battles. At 28, Ockham was a conservative English theologian focused obsessively on the nature of language, but by 40, he had transformed into a fugitive friar, accused of heresy, and finally protected by the German emperor as he composed incendiary treatises calling for strong limits on papal authority. This book provides a thorough grounding in Ockham's life and his many contributions to philosophy. It begins with an overview of the philosopher's youth and the Aristotelian philosophy he studied as a boy. Subsequent chapters cover his ideas on language and logic; his metaphysics and vaunted "razor," as well as his opponents' "anti-razor" theories; his invention of the church-state separation; and much more. The concluding chapter sums up Ockham's compelling philosophical personality and explains his modern appeal.
Author: A. Mehdi Riazi
Publisher: Routledge
ISBN: 1317326032
Category : Language Arts & Disciplines
Languages : en
Pages : 399
Get Book Here
Book Description
The Routledge Encyclopedia of Research Methods in Applied Linguistics provides accessible and concise explanations of key concepts and terms related to research methods in applied linguistics. Encompassing the three research paradigms of quantitative, qualitative, and mixed methods, this volume is an essential reference for any student or researcher working in this area. This volume provides: A–Z coverage of 570 key methodological terms from all areas of applied linguistics; detailed analysis of each entry that includes an explanation of the head word, visual illustrations, cross-references to other terms, and further references for readers; an index of core concepts for quick reference. Comprehensively covering research method terminology used across all strands of applied linguistics, this encyclopedia is a must-have reference for the applied linguistics community.
Author: David C. Rine
Publisher: Elsevier
ISBN: 1483257924
Category : Technology & Engineering
Languages : en
Pages : 563
Get Book Here
Book Description
Computer Science and Multiple-Valued Logic: Theory and Applications focuses on the processes, methodologies, and approaches involved in multiple-valued logic and its relationship to computer science. The selection first tackles an introduction to multiple-valued logic, lattice theory of post algebras, multiple-valued logic design and applications in binary computers, smallest many-valued logic for the treatment of complemented and uncomplemented error signals, and chain based lattices. Discussions focus on formulation, representation theory, theory and circuit design, logical tables, and unary operations. The text then examines multiple-valued signal processing with limiting, development of multiple-valued logic as related to computer science, p-algebras, and an algorithm for axiomatizing every finite logic. The book takes a look at completeness properties of multiple-valued logic algebras, computer simplification of multi-valued switching functions, and minimization of multivalued functions. Topics include generation of prime implicants, realizations, minimization algorithms, decomposition algorithm for multi-valued switching functions, and relation between the sum-of-products form and array of cubes. The selection is aimed at computer engineers, computer scientists, applied mathematicians, and physicists interested in multiple-valued logic as the discipline relates to computer engineering and computer science.
Author: Dr. Jason Fung
Publisher: Greystone Books Ltd
ISBN: 1771642661
Category : Health & Fitness
Languages : en
Pages : 245
Get Book Here
Book Description
FROM NEW YORK TIMES BESTSELLING AUTHOR DR. JASON FUNG • “The doctor who invented intermittent fasting.” —The Daily Mail “Dr. Fung reveals how [type 2 diabetes] can be prevented and also reversed using natural dietary methods instead of medications … This is an important and timely book. Highly recommended.” —Dr. Mark Hyman, author of The Pegan Diet “Dr. Jason Fung has done it again. … Get this book!” —Dr. Steven R. Gundry, author of The Plant Paradox Everything you believe about treating type 2 diabetes is wrong. Today, most doctors, dietitians, and even diabetes specialists consider type 2 diabetes to be a chronic and progressive disease—a life sentence with no possibility of parole. But the truth, as Dr. Fung reveals in this groundbreaking book, is that type 2 diabetes is reversible. Writing with clear, persuasive language, Dr. Fung explains why conventional treatments that rely on insulin or other blood-glucose-lowering drugs can actually exacerbate the problem, leading to significant weight gain and even heart disease. The only way to treat type 2 diabetes effectively, he argues, is proper dieting and intermittent fasting—not medication. “The Diabetes Code is unabashedly provocative yet practical ... a clear blueprint for everyone to take control of their blood sugar, their health, and their lives.”—Dr. Will Cole, author of Intuitive Fasting
Author: Stefan Müller-Stach
Publisher: Springer Nature
ISBN: 3662694832
Category :
Languages : en
Pages : 177
Get Book Here
Book Description
Author: Stephen J. Silva
Publisher: iUniverse
ISBN: 1663259259
Category : Science
Languages : en
Pages : 383
Get Book Here
Book Description
What is presented in this is not a topic-by-topic review of what is already known but rather; it pulls together what is already known and combines this information with fresh new insights with a singular focus. The book establishes the common thread leading to a new way to establish 2-way Extraterrestrial Communication. This presentation is unique and has never before been conceived or put to the test. For the past decade, the author has been conducting research and studying the science of extraterrestrial existence and extraterrestrial communication means and methods. The result of all of the research in combination with the dream-like vision of an extraterrestrial communication code has culminated into the publication of two books on the subject. This book is the second. The vision came to the author is very much the same sort of vision several Nobel Prize winning scientist experienced leading to their discoveries (cited herein). This book takes the reader on a journey that leads directly to a scientifically based hypothesis about establishing ET communication. It further presents the foundation of an experiment designed to put that hypothesis to the test consistent with the universally accepted standard scientific method. The next step is to execute the experiment proposed and get ready to communicate with our brothers out there in the universe beyond earth.
Author: Michael Elad
Publisher: Springer Science & Business Media
ISBN: 1441970118
Category : Mathematics
Languages : en
Pages : 376
Get Book Here
Book Description
A long long time ago, echoing philosophical and aesthetic principles that existed since antiquity, William of Ockham enounced the principle of parsimony, better known today as Ockham’s razor: “Entities should not be multiplied without neces sity. ” This principle enabled scientists to select the ”best” physical laws and theories to explain the workings of the Universe and continued to guide scienti?c research, leadingtobeautifulresultsliketheminimaldescriptionlength approachtostatistical inference and the related Kolmogorov complexity approach to pattern recognition. However, notions of complexity and description length are subjective concepts anddependonthelanguage“spoken”whenpresentingideasandresults. The?eldof sparse representations, that recently underwent a Big Bang like expansion, explic itly deals with the Yin Yang interplay between the parsimony of descriptions and the “language” or “dictionary” used in them, and it became an extremely exciting area of investigation. It already yielded a rich crop of mathematically pleasing, deep and beautiful results that quickly translated into a wealth of practical engineering applications. You are holding in your hands the ?rst guide book to Sparseland, and I am sure you’ll ?nd in it both familiar and new landscapes to see and admire, as well as ex cellent pointers that will help you ?nd further valuable treasures. Enjoy the journey to Sparseland! Haifa, Israel, December 2009 Alfred M. Bruckstein vii Preface This book was originally written to serve as the material for an advanced one semester (fourteen 2 hour lectures) graduate course for engineering students at the Technion, Israel.
Author: Gary Andersen
Publisher: Xlibris Corporation
ISBN: 1514417375
Category : Fiction
Languages : en
Pages : 316
Get Book Here
Book Description
Code Name: Zeus is a story about immigrants from several countries coming together in a remote place in Texas to make their way as Americans. They left their grim existences in faraway parts of the world with no assurance they would find success and happiness. Kursk, TX and surrounding area, settled by German Russian immigrants in the early 20th century, suffered greatly from the dual impact of the Dust Bowl years and the Great Depression, only to be saved by two other newcomers from Europe who are great believers in capitalism and the American way of life. After making a vast fortune starting on the streets of New Orleans, Louisiana, and around Beaumont, Texas, Russian immigrant Robert Barzinsky and his junior partner, Jack Barnett, a native of Ireland, move to Kursk. They ranch, drill for oil, and create a secret project to prepare for a major worldwide disaster with help of several techies. Government agencies and sinister organizations in the United States and around the world closely follow the activities in and around the small town.
