Create "fabfour" minimal SPI subset for examples/tutorials

DynamicsAndNeuralSystems / pyspi

Comparative analysis of pairwise interactions in multivariate time series.

https://time-series-features.gitbook.io/pyspi/

GNU General Public License v3.0

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Create "fabfour" minimal SPI subset for examples/tutorials #32

Closed anniegbryant closed 10 months ago

anniegbryant commented 1 year ago

This PR creates a minimal subset of four SPIs for simple examples/tutorials that includes the following four SPIs:

Pearson correlation (cov_EmpiricalCovariance)
Spearman correlation (spearman)
Directed information with a Gaussian density estimator (di_gaussian)
Power envelope correlation (pec)

The proposed SPI subset name is "fabfour" :)

benfulcher commented 1 year ago

At some point (perhaps now) there are enough subsets that it may be better to have a subset="sonnet" style rather than sonnet=True style. Lots of binary flags scale poorly relative to a single string input…?