synthcity.plugins.core.models.mbi package

This module contains the core functionality of the MBI package, from https://github.com/ryan112358/private-pgm/tree/master/src/mbi, which is licensed under Apache-2.0.

It is further modified to include mbi.identity, which contains some functionality from Ektelo (https://github.com/ektelo/ektelo/blob/master/ektelo/matrix.py), which is also licensed under Apache-2.0.

The code is also edited in order to be compatible with the synthcity codebase and its thorough type checking and code style.

Submodules

• synthcity.plugins.core.models.mbi.callbacks module
• synthcity.plugins.core.models.mbi.clique_vector module
• synthcity.plugins.core.models.mbi.dataset module
• synthcity.plugins.core.models.mbi.domain module
• synthcity.plugins.core.models.mbi.factor module
• synthcity.plugins.core.models.mbi.factor_graph module
• synthcity.plugins.core.models.mbi.graphical_model module
• synthcity.plugins.core.models.mbi.identity module
• synthcity.plugins.core.models.mbi.inference module
• synthcity.plugins.core.models.mbi.junction_tree module
• synthcity.plugins.core.models.mbi.local_inference module
• synthcity.plugins.core.models.mbi.mechanism module
• synthcity.plugins.core.models.mbi.mixture_inference module
• synthcity.plugins.core.models.mbi.public_inference module
• synthcity.plugins.core.models.mbi.region_graph module
• synthcity.plugins.core.models.mbi.torch_factor module