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Add pipeline `Summarizer` class

Chris Jewell requested to merge feature-summarizer into master

CHANGES:

  1. Introduce class PosteriorFunctions with methods to return functions of posterior samples (incidence, prevalence, etc)

  2. Introduce class Summarizer which takes an instance of PosteriorFunctions and wraps the methods in a summary method.

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