Web: https://towardsdatascience.com/part-12-matrix-profiles-for-machine-learning-2dfd98d7ff3f?source=rss----7f60cf5620c9---4

May 5, 2022, 1:18 p.m. | Sean Law

Towards Data Science - Medium towardsdatascience.com

Shapelet Discovery in STUMPY

(Image by Jason Leung)

The Whole is Greater than the Sum of Its Parts

(Image by Author)

STUMPY is a powerful and scalable Python library for modern time series analysis and, at its core, efficiently computes something called a matrix profile. The goal of this multi-part series is to explain what the matrix profile is and how you can start leveraging STUMPY for all of your modern time series data mining tasks!

Note: These …

learning machine machine learning matrix-profile part profiles python stumpy time-series-analysis toward-data-science

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