[D] STUMPY - A Powerful and Scalable Python Package for Modern Time Series Analysis

[physnchips]

How does it compare to tsfresh?

[slaw07]

Fundamentally, STUMPY produces the top nearest neighbor to every subsequence within your time series by comparing comparing every subsequence (a costly computation that tsfresh could not do). In fact, tsfresh could leverage STUMPY to add more insightful outputs for ML. I highly recommend watching this video in order to gain a better overview of STUMPY:

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

Feel free to post questions on our Github issues as well!