Scientific Computing With Python 3 PDF Books

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Scientific Computing With Python 3 Second Edition

Scientific Computing With Python 3
Author: Claus Fuhrer
Publisher:
ISBN: 9781786463517
Size: 10.60 MB
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An example-rich, comprehensive guide for all of your Python computational needsAbout This Book* Your ultimate resource for getting up and running with Python numerical computations* Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules* A hands-on guide to implementing mathematics with Python, with complete coverage of all the key conceptsWho This Book Is ForThis book is for anyone who wants to perform numerical and mathematical computations in Python. It is especially useful for developers, students, and anyone who wants to use Python for computation. Readers are expected to possess basic a knowledge of scientific computing and mathematics, but no prior experience with Python is needed.What you will learn* The principal syntactical elements of Python* The most important and basic types in Python* The essential building blocks of computational mathematics, linear algebra, and related Python objects* Plot in Python using matplotlib to create high quality figures and graphics to draw and visualize your results* Define and use functions and learn to treat them as objects* How and when to correctly apply object-oriented programming for scientific computing in Python* Handle exceptions, which are an important part of writing reliable and usable code* Two aspects of testing for scientific programming: Manual and AutomaticIn DetailPython can be used for more than just general-purpose programming. It is a free, open source language and environment that has tremendous potential for use within the domain of scientific computing. This book presents Python in tight connection with mathematical applications and demonstrates how to use various concepts in Python for computing purposes, including examples with the latest version of Python 3. Python is an effective tool to use when coupling scientific computing and mathematics and this book will teach you how to use it for linear algebra, arrays, plotting, iterating, functions, polynomials, and much more.
Scientific Computing with Python 3 - Second Edition
Language: un
Pages: 246
Authors: Claus Fuhrer, Jan Erik Solem, Olivier Verdier
Categories:
Type: BOOK - Published: 2016-11-24 - Publisher:
An example-rich, comprehensive guide for all of your Python computational needsAbout This Book* Your ultimate resource for getting up and running with Python numerical computations* Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules* A hands-on guide to implementing mathematics with Python, with complete
Scientific Computing with Python 3
Language: un
Pages: 332
Authors: Claus Fuhrer, Jan Erik Solem, Olivier Verdier
Categories: Computers
Type: BOOK - Published: 2016-12-23 - Publisher: Packt Publishing Ltd
An example-rich, comprehensive guide for all of your Python computational needs About This Book Your ultimate resource for getting up and running with Python numerical computations Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules A hands-on guide to implementing mathematics with Python, with
Applied Scientific Computing
Language: un
Pages: 272
Authors: Peter R. Turner, Thomas Arildsen, Kathleen Kavanagh
Categories: Computers
Type: BOOK - Published: 2018-07-09 - Publisher: Springer
This easy-to-understand textbook presents a modern approach to learning numerical methods (or scientific computing), with a unique focus on the modeling and applications of the mathematical content. Emphasis is placed on the need for, and methods of, scientific computing for a range of different types of problems, supplying the evidence
Numerical Python
Language: un
Pages: 530
Authors: Robert Johansson
Categories: Computers
Type: BOOK - Published: 2019-01-19 - Publisher: Apress
Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the latest details of each package and changes to Jupyter projects, demonstrates how to numerically compute
Numerische Simulation in der Moleküldynamik
Language: de
Pages: 480
Authors: Michael Griebel, Stephan Knapek, Gerhard Zumbusch, Attila Caglar
Categories: Mathematics
Type: BOOK - Published: 2013-03-07 - Publisher: Springer-Verlag
Das Buch behandelt Methoden des wissenschaftlichen Rechnens in der Moleküldynamik, einem Bereich, der in vielen Anwendungen der Chemie, der Biowissenschaften, der Materialwissenschaften, insbesondere der Nanotechnologie, sowie der Astrophysik eine wichtige Rolle spielt. Es führt in die wichtigsten Simulationstechniken zur numerischen Behandlung der Newtonschen Bewegungsgleichungen ein. Der Schwerpunkt liegt hierbei auf
Python Scripting for Computational Science
Language: un
Pages: 756
Authors: Hans Petter Langtangen
Categories: Computers
Type: BOOK - Published: 2009-01-09 - Publisher: Springer Science & Business Media
With a primary focus on examples and applications of relevance to computational scientists, this brilliantly useful book shows computational scientists how to develop tailored, flexible, and human-efficient working environments built from small scripts written in the easy-to-learn, high-level Python language. All the tools and examples in this book are open
Die C++-Programmiersprache
Language: de
Pages: 1068
Authors: Bjarne Stroustrup
Categories: C+
Type: BOOK - Published: 2000 - Publisher: Pearson Deutschland GmbH
Books about Die C++-Programmiersprache
Datenintensive Anwendungen designen
Language: de
Pages: 652
Authors: Martin Kleppmann
Categories: Computers
Type: BOOK - Published: 2018-11-26 - Publisher: O'Reilly
Daten stehen heute im Mittelpunkt vieler Herausforderungen im Systemdesign. Dabei sind komplexe Fragen wie Skalierbarkeit, Konsistenz, Zuverlässigkeit, Effizienz und Wartbarkeit zu klären. Darüber hinaus verfügen wir über eine überwältigende Vielfalt an Tools, einschließlich relationaler Datenbanken, NoSQL-Datenspeicher, Stream-und Batchprocessing und Message Broker. Aber was verbirgt sich hinter diesen Schlagworten? Und was
Numerische Methoden
Language: de
Pages: 385
Authors: Thomas Huckle, Stefan Schneider
Categories: Science
Type: BOOK - Published: 2006-05-01 - Publisher: Springer-Verlag
Die Neuauflage wurde aktualisiert und Erfahrungen der täglichen Vorlesungspraxis eingearbeitet. Integriert sind neue Bereiche wie Internet und Softwareentwicklung für industrielle Anwendungen. Die dazugehörige interaktive Website ermöglicht es Studierenden die Übungsaufgaben des Buches mit Lösungshilfen selbstständig zu bearbeiten.
Physik mit Python
Language: de
Pages: 377
Authors: Oliver Natt
Categories: Science
Type: BOOK - Published: 2020-06-19 - Publisher: Springer-Verlag
Dieses Lehrbuch führt Sie anhand von physikalischen Fragestellungen aus der Mechanik in die Programmiersprache Python ein. Neben der reinen Simulation von physikalischen Systemen wird besonderes Augenmerk auf die Visualisierung von Ergebnissen und das Erstellen von Animationen gelegt. Mit zahlreichen Beispielen und Übungsaufgaben ermöglicht dieses Buch so den praktischen Einstieg in