Reintroduce support for marginalizing/integrating subsets of variables

april-tools / cirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks

https://cirkit-docs.readthedocs.io/en/latest/

GNU General Public License v3.0

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Reintroduce support for marginalizing/integrating subsets of variables #241

Closed loreloc closed 3 months ago

loreloc commented 4 months ago

The symbolic integrate should work when we want to integrate just a subset of variables.

This could be implemented by introducing hadamard product layers over distributions and constant layers, whenever we partially integrate an input layer.