Add transforms to `new_convolve_scanner`, make identity transforms default for `new_double_scanner`

CDCgov / multisignal-epi-inference

Python package for statistical inference and forecast of epi models using multiple signals

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Closed dylanhmorris closed 2 weeks ago

dylanhmorris commented 4 weeks ago

This will:

Align the APIs
~~Make it possible to implement logistic susceptibility transforms using new_convolve_scanner~~ Actually the specified change won't suffice for this b/c the logistic susceptibility adjustment needs cumulative incidence, so it will need a different (heavier) scanner.

an n-fold convolve scanner for arbitrary n is worth exploring but out of scope for now.
a scanner that keeps track of cumulative incidence