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Building-Probabilistic-Graphical-Models-with-Python.pdf
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[ FM-2 ]
Building Probabilistic Graphical Models with Python
Copyright © 2014 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval
system, or transmitted in any form or by any means, without the prior written
permission of the publisher, except in the case of brief quotations embedded in
critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy
of the information presented. However, the information contained in this book is
sold without warranty, either express or implied. Neither the author, nor Packt
Publishing, and its dealers and distributors will be held liable for any damages
caused or alleged to be caused directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the
companies and products mentioned in this book by the appropriate use of capitals.
However, Packt Publishing cannot guarantee the accuracy of this information.
First published: June 2014
Production reference: 1190614
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78328-900-4
www.packtpub.com
Cover image by Manju Mohanadas (manju.mohanadas@gmail.com)
www.it-ebooks.info
[ FM-3 ]
Credits
Author
Kiran R Karkera
Reviewers
Mohit Goenka
Shangpu Jiang
Jing (Dave) Tian
Xiao Xiao
Commissioning Editor
Kartikey Pandey
Acquisition Editor
Nikhil Chinnari
Content Development Editor
Madhuja Chaudhari
Technical Editor
Krishnaveni Haridas
Copy Editors
Alisha Aranha
Roshni Banerjee
Mradula Hegde
Project Coordinator
Melita Lobo
Proofreaders
Maria Gould
Joanna McMahon
Indexers
Mariammal Chettiyar
Hemangini Bari
Graphics
Disha Haria
Yuvraj Mannari
Abhinash Sahu
Production Coordinator
Alwin Roy
Cover Work
Alwin Roy
www.it-ebooks.info
[ FM-4 ]
About the Author
Kiran R Karkera is a telecom engineer with a keen interest in machine learning.
He has been programming professionally in Python, Java, and Clojure for more than
10 years. In his free time, he can be found attempting machine learning competitions
at Kaggle and playing the ute.
I would like to thank the maintainers of Libpgm and OpenGM
libraries, Charles Cabot and Thorsten Beier, for their help with
the code reviews.
www.it-ebooks.info
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