Motif-Only Matrix Profile (MOMP)

TDAmeritrade / stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

https://stumpy.readthedocs.io/en/latest/

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Motif-Only Matrix Profile (MOMP) #1031

Open seanlaw opened 2 months ago

seanlaw commented 2 months ago

Keogh's publicly announced his final matrix profile paper

PhD Dissertation

This might be interesting to explore and reproduce

joehiggi1758 commented 1 month ago

Hey @seanlaw hope you're having a wonderful day!

Finally getting some time to look into this, couple clarifying questions here!

Should the final output be a .ipynb notebook?
If so, are there any previous ones I can mirror?

seanlaw commented 1 month ago

Yes, a .ipynb is the final output to be created and reviewed but not necessarily saved into the repo

NimaSarajpoor commented 1 month ago

@joehiggi1758

are there any previous ones I can mirror?

Examples:

For the sake of consistency, try to follow the naming conventions in STUMPY. For instance, if possible, use T (or T_A) for a time series, and m for the window size (Maybe also take a look at the docstring of the function stump in stumpy/stump.py). In addition, try to push changes in small chunks. This can help others to follow your work/changes better, and provide better feedback.