STUMPY: A Powerful and Scalable Python Library for Time Series Data Mining
Author:
Publisher
The Open Journal
Link
http://www.theoj.org/joss-papers/joss.01504/10.21105.joss.01504.pdf
Reference4 articles.
1. Matrix Profile I: All Pairs Similarity Joins for Time Series: A Unifying View That Includes Motifs, Discords and Shapelets
2. Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins
3. Matrix Profile VI: Meaningful Multidimensional Motif Discovery
4. Matrix Profile VII: Time Series Chains: A New Primitive for Time Series Data Mining (Best Student Paper Award)
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