DynamicsAndNeuralSystems / pyspi

Comparative analysis of pairwise interactions in multivariate time series.
https://time-series-features.gitbook.io/pyspi/
GNU General Public License v3.0
198 stars 26 forks source link

Incorporate option for reduced set of SPIs #26

Closed anniegbryant closed 1 year ago

anniegbryant commented 1 year ago

This PR would introduce a flag option for a user to use a set of 14 manually curated SPIs that represent the 14 SPI modules identified via hierarchical clustering in the pyspi preprint. The feature set name is provisionally "sonnet" (naming creds to @benfulcher) reflecting the 14 lines in a traditional Shakespearean sonnet, and can be invoked just like the set of fast SPIs with a --sonnet flag.