Effective computation in physics /

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Bibliographic Details
Author / Creator:Scopatz, Anthony, author.
Edition:First edition.
Imprint:Sebastopol, CA : O'Reilly Media, 2015.
Description:1 online resource
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/13638785
Hidden Bibliographic Details
Other authors / contributors:Huff, Kathryn D., author.
ISBN:9781491901595
1491901594
9781491901588
1491901586
1491901535
9781491901533
9781491901533
9781491901564
149190156X
Digital file characteristics:text file
Notes:"Field guide to research with Python"--Cover.
Includes bibliographical references and index.
Vendor-supplied metadata.
Summary:More physicists today are taking on the role of software developer as part of their research, but software development isn{u2019}t always easy or obvious, even for physicists. This practical book teaches essential software development skills to help you automate and accomplish nearly any aspect of research in a physics-based field. Written by two PhDs in nuclear engineering, this book includes practical examples drawn from a working knowledge of physics concepts. You{u2019}ll learn how to use the Python programming language to perform everything from collecting and analyzing data to building software and publishing your results. In four parts, this book includes: Getting Started: Jump into Python, the command line, data containers, functions, flow control and logic, and classes and objects Getting It Done: Learn about regular expressions, analysis and visualization, NumPy, storing data in files and HDF5, important data structures in physics, computing in parallel, and deploying software Getting It Right: Build pipelines and software, learn to use local and remote version control, and debug and test your code Getting It Out There: Document your code, process and publish your findings, and collaborate efficiently; dive into software licenses, ownership, and copyright procedures.
Other form:Print version: Scopatz, Anthony. Effective Computation in Physics. Sebastopol : O'Reilly Media, ©2015 9781491901533
Standard no.:9781491901564