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Add handlers for masking indexed random variables #97
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* Add transform conditioning * incorporate changes * format * test file * docs * test passes * fix bug * refactor * move default strategy into handlers
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Addresses #80, #12.
Part of a series of PRs extracted from #92. Builds on #96.
This PR adds a cleaner, more general implementation of the functionality for assigning a different default meaning to observation in the presence of counterfactuals that was temporarily removed in #96.
Remaining tasks:
dtype
anddevice
setting logic from Use correct devices in tensor creation in MultiWorldCounterfactual #74 toindexset_as_mask
and add regression testTested:
test_mediation.py
, e.g.test_mediation.py::test_mediation_nde_smoke