Updated: Jan 24, 2020
Featuring Developers: Sean Law
Air Date 10 January 2020
@12 PM Eastern
We will be joined by Sean Law, developer on the Stumpy project, who will tell us about the future of Stumpy. STUMPY is a powerful and scalable library that efficiently computes something called the matrix profile, which can be used for a variety of time series data mining tasks such as:
pattern/motif (approximately repeated subsequences within a longer time series) discoveryanomaly/novelty (discord) discoveryshapelet discoverysemantic segmentationdensity estimationtime series chains (temporally ordered set of subsequence patterns)and more ...
Whether you are an academic, data scientist, software developer, or time series enthusiast, STUMPY is straightforward to install and allows you to compute the matrix profile in the most efficient way. Our goal is to allow you to get to your time series insights faster. See documentation for more information.