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Author: Jake VanderPlas Publisher: "O'Reilly Media, Inc." ISBN: 1491912138 Category : Computers Languages : en Pages : 609
Book Description
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
Author: Jake VanderPlas Publisher: "O'Reilly Media, Inc." ISBN: 1491912138 Category : Computers Languages : en Pages : 609
Book Description
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas: features the DataFrame for efficient storage and manipulation of labeled/columnar data in Python Matplotlib: includes capabilities for a flexible range of data visualizations in Python Scikit-Learn: for efficient and clean Python implementations of the most important and established machine learning algorithms
Author: Anna R. Karlin Publisher: American Mathematical Soc. ISBN: 1470419823 Category : Mathematics Languages : en Pages : 400
Book Description
We live in a highly connected world with multiple self-interested agents interacting and myriad opportunities for conflict and cooperation. The goal of game theory is to understand these opportunities. This book presents a rigorous introduction to the mathematics of game theory without losing sight of the joy of the subject. This is done by focusing on theoretical highlights (e.g., at least six Nobel Prize winning results are developed from scratch) and by presenting exciting connections of game theory to other fields such as computer science (algorithmic game theory), economics (auctions and matching markets), social choice (voting theory), biology (signaling and evolutionary stability), and learning theory. Both classical topics, such as zero-sum games, and modern topics, such as sponsored search auctions, are covered. Along the way, beautiful mathematical tools used in game theory are introduced, including convexity, fixed-point theorems, and probabilistic arguments. The book is appropriate for a first course in game theory at either the undergraduate or graduate level, whether in mathematics, economics, computer science, or statistics. The importance of game-theoretic thinking transcends the academic setting—for every action we take, we must consider not only its direct effects, but also how it influences the incentives of others.
Author: Adrian Frutiger Publisher: ISBN: Category : Literary Criticism Languages : en Pages : 372
Book Description
Discusses the elements of a sign, and looks at pictograms, alphabets, calligraphy, monograms, text type, numerical signs, symbols, and trademarks.
Author: Anne M. Coghill Publisher: American Chemical Society ISBN: 9780841239494 Category : Authorship Languages : en Pages : 0
Book Description
In the time since the second edition of The ACS Style Guide was published, the rapid growth of electronic communication has dramatically changed the scientific, technical, and medical (STM) publication world. This dynamic mode of dissemination is enabling scientists, engineers, and medicalpractitioners all over the world to obtain and transmit information quickly and easily. An essential constant in this changing environment is the requirement that information remain accurate, clear, unambiguous, and ethically sound.This extensive revision of The ACS Style Guide thoroughly examines electronic tools now available to assist STM writers in preparing manuscripts and communicating with publishers. Valuable updates include discussions of markup languages, citation of electronic sources, online submission ofmanuscripts, and preparation of figures, tables, and structures. In keeping current with the changing environment, this edition also contains references to many resources on the internet.With this wealth of new information, The ACS Style Guide's Third Edition continues its long tradition of providing invaluable insight on ethics in scientific communication, the editorial process, copyright, conventions in chemistry, grammar, punctuation, spelling, and writing style for any STMauthor, reviewer, or editor. The Third Edition is the definitive source for all information needed to write, review, submit, and edit scholarly and scientific manuscripts.
Author: Hedi Kyle Publisher: Laurence King Publishing ISBN: 9781786272935 Category : Design Languages : en Pages : 0
Book Description
"The influential artist Hedi Kyle and renowned architecture graduate Ulla Warchol shows you how to create their unique designs using folding techniques. From creating flag books and fishbones, to blizzards and nesting boxes, you'll gain an invaluable insight into the work of two skilled artists with this fun read! With the help of their thorough instructions and simple illustrations, you'll be on your way to becoming a pro paper crafter in no time at all" – Sew magazine "A wonderful insight into the work of a truly skilled artist" – PaperCrafter The renowned and influential book artist Hedi Kyle shows you step–by–step how to create her unique designs using folding techniques in The Art of the Fold. Bookbinding and paper craft projects include flag books, blizzard books, the fishbone fold, and nesting boxes. Written by the doyenne of artists' books, Hedi Kyle, The Art of the Fold is a wonderful insight into the work of a truly skilled artist. Hedi will show you how to bind a book and fold paper to create over 35 of her cut–fold book designs. The book is beautifully illustrated with Hedi's finished works of art. An excerpt from the book: 'I can still remember the thrill I experienced when my first folded book structure emerged from my fingers – how eager I was to explore its possibilities and to share it with whoever was interested. The Flag Book, as I now call it, is a simple accordion and has interlocking pages oriented in opposite directions. Little did I know that this simple structure would have legs and be the catalyst for the next forty–plus years of thinking about and making books. The common perception of the book today is fairly straightforward: a series of pages organized around a spine and protected on either side by two covers. This format allows for easy access, storage and retrieval of information. Yet what happens when the book is stripped away of centuries of preconceptions and is allowed to reveal something else: playfulness, utility, invention? Expanding the notion of the book is what the structures in the following chapters of The Art of the Fold attempt to do. Exploring its tactile, sculptural form, primarily through folding methods, the book as a structural object is celebrated while content is considered in a new and unconventional way. My range in this medium has always been broad. In part this is due to my introduction to the world of bookbinding and some chance encounters. In the 1970s in New York City, the art and craft of hand bookbinding and papermaking were experiencing an unprecedented revival. I was fortunate to arrive in the city at just this moment. With an art–school background and an impulse to make things, I was naturally drawn to pursue this new opportunity. The Center for Book Arts, the famous forerunner of so many centers yet to come, was located in a small storefront just down the street from where I lived on the Lower East Side of Manhattan. Under the direction of founder Richard Minsky, it had a radical mission: to push concept, materials, printing and making of artist books in a new direction. When Richard dared me to teach at the Center one evening a week, I was hooked. My career as a book conservator and a book artist has now spanned over 45 years. As head conservator at the American Philosophical Society in Philadelphia, I've had the opportunity to handle some of the rarest volumes and manuscripts in the world. I have also dealt with decrepit books, torn maps and countless curiosities discovered in stacks and archives. All were endless sources for ideas and provided a springboard for a departure from tradition. Leading book–arts workshops around the world and a 25 year tenure teaching in the graduate program for Book Arts and Printmaking at the University of the Arts in Philadelphia have shown me, in retrospect, that the more I taught, t
Author: Omar M. Yaghi Publisher: John Wiley & Sons ISBN: 3527821104 Category : Science Languages : en Pages : 742
Book Description
A concise introduction to the chemistry and design principles behind important metal-organic frameworks and related porous materials Reticular chemistry has been applied to synthesize new classes of porous materials that are successfully used for myraid applications in areas such as gas separation, catalysis, energy, and electronics. Introduction to Reticular Chemistry gives an unique overview of the principles of the chemistry behind metal-organic frameworks (MOFs), covalent organic frameworks (COFs), and zeolitic imidazolate frameworks (ZIFs). Written by one of the pioneers in the field, this book covers all important aspects of reticular chemistry, including design and synthesis, properties and characterization, as well as current and future applications Designed to be an accessible resource, the book is written in an easy-to-understand style. It includes an extensive bibliography, and offers figures and videos of crystal structures that are available as an electronic supplement. Introduction to Reticular Chemistry: -Describes the underlying principles and design elements for the synthesis of important metal-organic frameworks (MOFs) and related materials -Discusses both real-life and future applications in various fields, such as clean energy and water adsorption -Offers all graphic material on a companion website -Provides first-hand knowledge by Omar Yaghi, one of the pioneers in the field, and his team. Aimed at graduate students in chemistry, structural chemists, inorganic chemists, organic chemists, catalytic chemists, and others, Introduction to Reticular Chemistry is a groundbreaking book that explores the chemistry principles and applications of MOFs, COFs, and ZIFs.
Author: Paul Zeitz Publisher: John Wiley & Sons ISBN: 1119239907 Category : Problem solving Languages : en Pages : 389
Book Description
This text on mathematical problem solving provides a comprehensive outline of "problemsolving-ology," concentrating on strategy and tactics. It discusses a number of standard mathematical subjects such as combinatorics and calculus from a problem solver's perspective.
Author: Joseph O'Rourke Publisher: Oxford University Press, USA ISBN: Category : Computers Languages : en Pages : 312
Book Description
Art gallery theorems and algorithms are so called because they relate to problems involving the visibility of geometrical shapes and their internal surfaces. This book explores generalizations and specializations in these areas. Among the presentations are recently discovered theorems on orthogonal polygons, polygons with holes, exterior visibility, visibility graphs, and visibility in three dimensions. The author formulates many open problems and offers several conjectures, providing arguments which may be followed by anyone familiar with basic graph theory and algorithms. This work may be applied to robotics and artificial intelligence as well as other fields, and will be especially useful to computer scientists working with computational and combinatorial geometry.
Author: John P. Boyd Publisher: Courier Corporation ISBN: 0486411834 Category : Mathematics Languages : en Pages : 690
Book Description
Completely revised text focuses on use of spectral methods to solve boundary value, eigenvalue, and time-dependent problems, but also covers Hermite, Laguerre, rational Chebyshev, sinc, and spherical harmonic functions, as well as cardinal functions, linear eigenvalue problems, matrix-solving methods, coordinate transformations, methods for unbounded intervals, spherical and cylindrical geometry, and much more. 7 Appendices. Glossary. Bibliography. Index. Over 160 text figures.
Author: Jake VanderPlas
Author: Jake VanderPlas
Author: Anna R. Karlin
Author: Adrian Frutiger
Author: Anne M. Coghill
Author: Hedi Kyle
Author: Omar M. Yaghi
Author: Paul Zeitz
Author: Joseph O'Rourke
Author: 
Author: John P. Boyd