Time Series Indexing
This book covers the development of the iSAX index in Python and its usage with other Python scripts. People working with time series will enjoy using the iSAX index because it will make their lives easier and simpler and their programs faster. This book balances theory and practice for working with time series and time series indexing in Python.
Offered by
Difficulty Level
Intermediate
Completion Time
8h16m
Language
English
About Book
Who Is This Book For?
This book is for practitioners, university students working with time series, researchers, and anyone looking to learn more about time series. Basic knowledge of UNIX, Linux, and Python and an understanding of basic programming concepts are needed to grasp the topics in this book. This book will also be handy for people who want to learn how to read research papers, learn from them, and implement their algorithms.
Time Series Indexing
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 8h16m total length
An Introduction to Time Series and the Required Python Knowledge
Implementing SAX
iSAX – The Required Theory
iSAX - The implementation
Joining and Comparing iSAX Indexes
Visualizing iSAX Indexes
Using iSAX to Approximate MPdist
Conclusions and Next Steps
Related Resources
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