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Learning NumPy Array.pdf
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详细说明:Learning NumPy Array pdfLearning NumPy Array
Copyright o 2014 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval
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critical articles or reviews
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However, Packt Publishing cannot guarantee the accuracy of this information
First published June 2014
Production reference: 1060614
Published by Packt Publishing ltd
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ISBN978-1-78398-390-2
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Cover Image by duraid Fatouhi (duraidfatouhioyahoo com
Credits
Author
Project Coordinator
Ivan idris
Lima danti
Reviewers
Proofreaders
Jonathan bright
Maria gould
Jaidev deshpande
Kevin mcgowen
Mark Livingstone
Miklos Prisznyak
Indexer
Hemangini B
Commissioning editor
Kartikey Pandey
Production Coordinator
Arvind kumar Gupta
cquisition Editor
Mohammad rizvi
Cover Work
Arvindkumar Gupta
Content Development Editor
akshay nai
Technical editors
Shubhangi H. dhamgaye
Shweta s pant
Copy edite
Sarang CK
About the author
Ivan Idris has an MSc in Experimental Physics. His graduation thesis had a strong
emphasis on applied computer science. After graduating he worked for several
companies as a Java developer, data warehouse developer, and QA analyst. His main
professional interests are Business Intelligence, Big Data, and Cloud Computing Ile
enjoys writing clean, testable code and interesting technical articles. He is the author
of NumPy 1.5 Beginner's Guide and NumPy Cookbook, Packt Publishing. You can find
more information and a blog with a few num Py examples at ivanidrisnet
I would like to take this opportunity to thank the reviewers and
the team at Packt Publishing for making this book possible. Also,
I would like to thank my teachers, professors, and colleagues who
taught me about science and programming. Last, but not least,
I would like to acknowledge my parents, family, and friends
for their support
About the reviewers
Jonathan Bright has a BS in Electrical Engineering from Rensselaer Polytechnic
Institute, and specializes in audio electronics and digital signal processing. He's
been programming in Python since import antigravity(the XKCD comic mentioning
Python) and contributes to the NumPy and SciPy projects
Jaidev Deshpande is a software developer at Enthought, Inc, working on
software for data analysis and visualization lles been a research assistant at
the University of Pune and Tata Institute of Fundamental Research, working
on signal processing and machine learning. He has worked on Numpy Cookbook,
Ivan idris, packt publishing
Mark livingstone started his career working for many years for three internationa
computer companies(which no longer exist)in engineering/support/programming/
training roles but got tired of being made redundant He then graduated from griffith
University, Gold Coast, Australia, with a bachelor's degree in Information Technology
in 2011. In 2013, he graduated with an honors in B Info Tech and is currently pursuing
his phD. all his research software is written in Python on a mac
Mark enjoys mentoring students with special needs. I Ie is a past chairperson of the
IEEE Griffith University Gold Coast Student Branch, volunteers as a qualified justice
of the peace at the local district courthouse and has been a credit Union director he
has also completed 104 blood donations
In his spare time, he co-develops the Salstat2 statistics package available at
https://sourceforge.net/projects/s2statistical/,whichismultiplatform
and uses wxPython, NumPy, SciPy, Scikit, Matplotlib, and a number of other
Python modules
Miklos Prisznyak is a senior software engineer with a scientific background
He graduated as a physicist from the Eotvos Lorand University, the largest and
oldest university in hungary he did his msc thesis on monte carlo simulations of
non-Abelian lattice quantum field theories in 1992. Having worked for three years in
the Central Research Institute for physics of hungary he joined multiracio Kft in
Budapest, a company founded by physicists, which specializes in mathematical data
analysis and forecasting economic data
His main project was the Small Area Unemployment Statistics System, which has
been in official use at the Hungarian Public Employment Service since then. He
learned about the Python programming language there in 2000. He set up his own
consulting company in 2002 and then worked on various projects for insurance,
pharmacy, and e-commerce companies, using Python whenever he could. He also
worked in a European Union research institute in Italy, testing and enhancing a
distributed, Python-based Zope/Plone web application
He moved to Great Britain in 2007 and first worked with a Scottish start-up,
using twisted Python. Then he worked in the aerospace industry in England
using, among other things, the PyQt windowing toolkit, the Enthought application
framework and the numpy and scipy libraries he returned to hungary in 2012
and rejoined multi Racio, where he's been working on a Python extension module for
OpenOffice /euro Office, using numpy and scipy again which allows users to solve
nonlinear and stochastic optimization and statistical problems
Miklos likes to travel, read, and he is interested in science, linguisticS, history
politics, the board game of Go, and quite a few other topics. Besides these, he always
enjoys a good cup of coffee. However, spending time with his brilliant 11-year-old
son, Zsombor, is the most important thing for him
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I would like to dedicate this book to the memory of my late uncle, Sahid
He will be missed
Ivan idris
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