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pattern/motif (approximately repeated subsequences within a longer time series) discovery
anomaly/novelty (discord) discovery
shapelet discovery
semantic segmentation
streaming (on-line) data
fast approximate matrix profiles
time series chains (temporally ordered set of subsequence patterns)
snippets for summarizing long time series
pan matrix profiles for selecting the best subsequence window size(s)
and more …
Whether you are an academic, data scientist, software developer, or time series enthusiast, STUMPY is straightforward to install and our goal is to allow you to get to your time series insights faster. See documentation for more information.
]]></description>
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