1.2.0

What's New

This feature update brings methods to the models that allow a more modular use of them. Otherwise, nothing spectacular.

Bug Fixes

• (mid) obs_dist may return 3D array.

Documentation

• Fix unknown version in title.
• Add missing blank before list.
• (mid) Add comment about midext marginalizing.

Features

• (mid) Add posterior_state_dist() method.
  The Midline model now has a posterior_state_dist() method, too.
• (types) Base Model has state dist methods.
  Both state_dist() and posterior_state_dist() have been added to the
  types.Model base class.
• Add marginalize() method.
  With this new method, one can marginalize a (prior or posterior) state
  distribution over all states that match a provided involvement.
  It is used e.g. to refactor the code of the risk() methods.
• (types) Add obs_dist and marginalize.
  The types.Model base abstract base class now also has the methods
  obs_dist and marginalize for better autocomplete support in editors.

Testing

• Remove plain test risk.

Change

• (types) Improve type hints for inv. pattern.
• Rename "diagnose" to "diagnosis" when noun.
  When used as a noun, "diagnosis" is correct, not "diagnose".

Full diff: 1.1.0...1.2.0