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Effective Computation in Physics - Anthony Scopatz & Kathryn D. Huff torrent |
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Effective Computation in Physics - Anthony Scopatz & Kathryn D. Huff torrent |
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Torrent language: |
English |
Total Size: |
8.80 MB |
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mohammad_at |
Torrent added: |
2015-08-01 00:29:27 |
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Torrent Description
More physicists today are taking on the role of software developer as part of their research, but software development isnâ™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. Youâ™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
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