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Add pipeline `Summarizer` class

Chris Jewell requested to merge feature-summarizer into master


  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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