Scikit-Learn Cookbook_ Over 80 Recipes for Machine Learning in Python With Scikit-Learn_Julian Avila.pdf

scikit-learn Cookbook Second Edition Over 80 recipes for machine learning in Python with scikit-learn Julian Avila Trent Hauck BIRMINGHAM - MUMBAI scikit-learn Cookbook Second Edition Copyright © 2017 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 authors, 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: November 2014 Second edition: November 2017 Production reference: 1141117 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-78728-638-2 www.packtpub.com Credits Authors Julian Avila Trent Hauck Copy Editors Vikrant Phadkay Safis Editing Reviewer Oleg Okun Project Coordinator Nidhi Joshi Commissioning Editor Amey Varangaonkar Proofreader Safis Editing Acquisition Editor Vinay Argekar Indexer Tejal Daruwale Soni Content Development Editor Mayur Pawanikar Graphics Tania Dutta Technical Editor Dinesh Pawar Production Coordinator Aparna Bhagat About the Authors Julian Avila is a programmer and data scientist in the fields of finance and computer vision. He graduated from the Massachusetts Institute of Technology (MIT) in mathematics, where he researched quantum mechanical computation, a field involving