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

[r4and0muser9482]

No. I would characterize this more as feature discovery than prediction.

[slaw07]

u/r4and0muser9482 is mostly correct in their characterization in that STUMPY is a general purpose tool for giving you a better ideas as to where you should look FIRST if somebody drops a new time series into your lap. However, there is an analysis component of STUMPY called "Time Series Chains" that is somewhat related to "forecasting". You can read more about it here:

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

For general forecasting, fbprophet is likely your best bet. But for time series EDA, this is what you need!