irm¶

microscopes.irm.definition¶

class microscopes.irm.definition.model_definition¶

domain_hyperpriors(self)¶

domains(self)¶

relation_hyperpriors(self)¶

relation_models(self)¶

relations(self)¶

shape(self, relation)¶

microscopes.irm.model¶

class microscopes.irm.model.state¶

The underlying state of an Infinite Relational Model.

You should not explicitly construct a state object. Instead, use initialize().

Notes

This class is not meant to be sub-classed.

assignments(self, int domain)¶

empty_groups(self, int domain)¶

entity_data_positions(self, int domain, int eid, relations)¶

get_domain_hp(self, int domain)¶

get_relation_hp(self, int relation)¶

get_suffstats(self, int relation, gids)¶

groups(self, int domain)¶

groupsize(self, int domain, int gid)¶

isactivegroup(self, int domain, int gid)¶

models(self)¶

ndomains(self)¶

nentities(self, int domain)¶

ngroups(self, int domain)¶

nrelations(self)¶

score_assignment(self, int domain)¶

score_likelihood(self, rng r)¶

serialize(self)¶

set_domain_hp(self, int domain, dict d)¶

set_relation_hp(self, int relation, dict d)¶

microscopes.irm.model.initialize(model_definition defn, data, rng r, **kwargs)¶

Initialize state to a random, valid point in the state space

Parameters:	defn : model definition data : list of relation dataviews rng : random state

microscopes.irm.model.bind(state s, int domain, relations)¶

microscopes.irm.model.deserialize(model_definition defn, bytes)¶

Restore a state object from a bytestring representation.

Note that a serialized representation of a state object does not contain its own structural definition.

Parameters:	defn : model definition bytes : bytestring representation