Part 12: Matrix Profiles For Machine Learning

Shapelet Discovery in STUMPY

The Whole is Greater than the Sum of Its Parts

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