The Polar Function: A Single Model Analysis

The Polar Function: A Single Model Analysis PDF Author:
Publisher: Stephen John Shroyer
ISBN: 1257623885
Category :
Languages : en
Pages : 17

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Book Description

The Polar Function: A Single Model Analysis

The Polar Function: A Single Model Analysis PDF Author:
Publisher: Stephen John Shroyer
ISBN: 1257623885
Category :
Languages : en
Pages : 17

Get Book Here

Book Description


Lung Mechanics

Lung Mechanics PDF Author: Jason H. T. Bates
Publisher: Cambridge University Press
ISBN: 0521509602
Category : Medical
Languages : en
Pages : 237

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Book Description
A modern quantitative study of lung mechanics, relating mathematical modeling and engineering principles to lung function, structure, mechanics, and disease.

R for Data Science

R for Data Science PDF Author: Hadley Wickham
Publisher: "O'Reilly Media, Inc."
ISBN: 1491910364
Category : Computers
Languages : en
Pages : 521

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Book Description
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Neuronal Dynamics

Neuronal Dynamics PDF Author: Wulfram Gerstner
Publisher: Cambridge University Press
ISBN: 1107060834
Category : Computers
Languages : en
Pages : 591

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Book Description
This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

The Single Monad Model of the Cosmos

The Single Monad Model of the Cosmos PDF Author: Mohamed Haj Yousef
Publisher: Mohamed Haj Yousef
ISBN: 1499779844
Category : Philosophy
Languages : en
Pages : 375

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Book Description
Ibn Arabi is the only scholar who was able to formulate a unique cosmological model that is capable of explaining our observations as well as many phenomena in physics and cosmology, and even solve some perplexing modern and historical riddles in science and philosophy such as the EPR paradox and Zeno paradoxes of motion. Moreover, the Single Monad Model explains for the first time in history the importance of the “week” as a basic unit of space and time together. This prodigious theory is based on the notion of the intertwining days where Ibn Arabi shows that at every instance of time there is indeed one full week of creation that takes place in the globe. Since its publication in 2008, this book has triggered an overwhelming response, and I hope this expanded edition will help promote further Ibn Arabi's wisdom that is still buried in his multitudes of books and treatises.Ibn 'Arabî is one of the most prominent figures in Islamic history, especially in relation to Sufism and Islamic philosophy and theology. In this book, we want to explore his cosmology and in particular his view of time in that cosmological context, comparing his approaches to the relevant conclusions and principles of modern physics whenever possible. We shall see that Ibn 'Arabî had a unique and comprehensive view of time which has never been discussed by any other philosopher or scientist, before or even after Ibn 'Arabî. In the final two chapters, we shall discuss some of the ways his novel view of time and cosmology may be used to build a complete model of the cosmos that may deepen and extend our understanding of the world, while potentially solving some of the drawbacks and paradoxes in the current cosmological models of modern physics. As we discuss in the opening chapter, there is no doubt that time is one of the most important issues in physics, cosmology, philosophy and theology, and hundreds of books and articles have been published in these fields. However, none of these studies have fully developed Ibn 'Arabî's unique view of time in its cosmological dimensions, although his conception of time is indeed central to understanding, for example, his controversial theory of the 'oneness of being'. One possible reason for this relative neglect is the difficult symbolic language he usually used. Also, he didn't discuss this subject at length in any single place in his extant works--not even in chapters 59, 291 and 390 of the Futûhât whose titles relate directly to time--so we must piece together his overall cosmological understanding of time from his scattered treatments in many works and different contexts within his magnum opus, the Futûhât, and other books. Therefore this book may be considered the first comprehensive attempt to set forth all the relevant dimensions of time in Ibn 'Arabî's wider cosmology and cosmogony. To start with, Ibn 'Arabî considers time to be a product of our human 'imagination', without any real, separately existing entity. Nevertheless, he still considers it to be one of the four main constituents of existence. We need this imagined conception of 'time' to chronologically arrange events and what for us are the practically defining motions of the celestial orbs and other physical objects, but for Ibn 'Arabî, real existence is attributable only to the actually existing thing that moves, not to motion nor to time (nor space) in which this motion is observed. Thus Ibn 'Arabî distinguishes between two kinds of time: natural and para-natural, and he explains that they both originate from the two forces of the soul: the active force and the intellective force, respectively. Then he explains that this imaginary time is cyclical, circular, relative, discrete and inhomogeneous. Ibn 'Arabî also gives a precise definition--drawing on the specific usage of the Qur'an and earlier Arab conceptions of time--of the day, daytime and night, showing how these definitions are related to the relative motions of the celestial orbs (including the earth), where every orb has its own 'day', and those days are normally measured by our normal observable day that we count on the earth.

Interpretable Machine Learning

Interpretable Machine Learning PDF Author: Christoph Molnar
Publisher: Lulu.com
ISBN: 0244768528
Category : Computers
Languages : en
Pages : 320

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Book Description
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.

Multilevel and Longitudinal Modeling with IBM SPSS

Multilevel and Longitudinal Modeling with IBM SPSS PDF Author: Ronald H. Heck
Publisher: Routledge
ISBN: 1136996346
Category : Psychology
Languages : en
Pages : 752

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Book Description
First Published in 2010. Routledge is an imprint of Taylor & Francis, an informa company.

Occupancy Estimation and Modeling

Occupancy Estimation and Modeling PDF Author: Darryl I. MacKenzie
Publisher: Elsevier
ISBN: 0124072453
Category : Mathematics
Languages : en
Pages : 668

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Book Description
Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition, provides a synthesis of model-based approaches for analyzing presence-absence data, allowing for imperfect detection. Beginning from the relatively simple case of estimating the proportion of area or sampling units occupied at the time of surveying, the authors describe a wide variety of extensions that have been developed since the early 2000s. This provides an improved insight about species and community ecology, including, detection heterogeneity; correlated detections; spatial autocorrelation; multiple states or classes of occupancy; changes in occupancy over time; species co-occurrence; community-level modeling, and more. Occupancy Estimation and Modeling: Inferring Patterns and Dynamics of Species Occurrence, Second Edition has been greatly expanded and detail is provided regarding the estimation methods and examples of their application are given. Important study design recommendations are also covered to give a well rounded view of modeling. - Provides authoritative insights into the latest in occupancy modeling - Examines the latest methods in analyzing detection/no detection data surveys - Addresses critical issues of imperfect detectability and its effects on species occurrence estimation - Discusses important study design considerations such as defining sample units, sample size determination and optimal effort allocation

Probability Tales

Probability Tales PDF Author: Charles Miller Grinstead
Publisher: American Mathematical Soc.
ISBN: 0821852612
Category : Mathematics
Languages : en
Pages : 250

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Book Description
This book explores four real-world topics through the lens of probability theory. It can be used to supplement a standard text in probability or statistics. Most elementary textbooks present the basic theory and then illustrate the ideas with some neatly packaged examples. Here the authors assume that the reader has seen, or is learning, the basic theory from another book and concentrate in some depth on the following topics: streaks, the stock market, lotteries, and fingerprints. This extended format allows the authors to present multiple approaches to problems and to pursue promising side discussions in ways that would not be possible in a book constrained to cover a fixed set of topics. To keep the main narrative accessible, the authors have placed the more technical mathematical details in appendices. The appendices can be understood by someone who has taken one or two semesters of calculus.

The Great Mental Models, Volume 1

The Great Mental Models, Volume 1 PDF Author: Shane Parrish
Publisher: Penguin
ISBN: 0593719972
Category : Business & Economics
Languages : en
Pages : 209

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Book Description
Discover the essential thinking tools you’ve been missing with The Great Mental Models series by Shane Parrish, New York Times bestselling author and the mind behind the acclaimed Farnam Street blog and “The Knowledge Project” podcast. This first book in the series is your guide to learning the crucial thinking tools nobody ever taught you. Time and time again, great thinkers such as Charlie Munger and Warren Buffett have credited their success to mental models–representations of how something works that can scale onto other fields. Mastering a small number of mental models enables you to rapidly grasp new information, identify patterns others miss, and avoid the common mistakes that hold people back. The Great Mental Models: Volume 1, General Thinking Concepts shows you how making a few tiny changes in the way you think can deliver big results. Drawing on examples from history, business, art, and science, this book details nine of the most versatile, all-purpose mental models you can use right away to improve your decision making and productivity. This book will teach you how to: Avoid blind spots when looking at problems. Find non-obvious solutions. Anticipate and achieve desired outcomes. Play to your strengths, avoid your weaknesses, … and more. The Great Mental Models series demystifies once elusive concepts and illuminates rich knowledge that traditional education overlooks. This series is the most comprehensive and accessible guide on using mental models to better understand our world, solve problems, and gain an advantage.