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21 lines
1010 B
21 lines
1010 B
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# 1 - STUMPY Basics
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Above what was seen in the tutorial I started on a general purpose motif
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function which takes the dataset and a computed matrix profile and returns the
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top motif it discovered and all locations where that motif appears. It does not
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return overlapping motifs.
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## TODO
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I remember reading that the distances returned by a matrix profile have an upper
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bound. I should see what calculating my distance cutoff with that upper bound
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looks like rather than calculating off the top motif like I do now.
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If two motifs overlap it could be that the window is too small. I don't know what
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other criteria to test yet to tell me if that is the case or not. I do know that
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this can be determined in discovery stages using a Pan-matrix profile (PMP).
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Some form of reference following should occur to ensure that I'm grabbing motifs
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which actually relate to one another.
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Currently the function is quite primitive. It should be packaged and iterated on
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using the data in further sections of the tutorial. |