synthcity.plugins.core.models.mbi.clique_vector module

class CliqueVector(dictionary)

Bases: dict

This is a convenience class for simplifying arithmetic over the concatenated vector of marginals and potentials.

These vectors are represented as a dictionary mapping cliques (subsets of attributes) to marginals/potentials (Factor objects)

clear() → None.  Remove all items from D.

combine(other)

copy() → a shallow copy of D

dot(other)

exp()

static from_data(data, cliques)

fromkeys(value=None, /)

Create a new dictionary with keys from iterable and values set to value.

get(key, default=None, /)

Return the value for key if key is in the dictionary, else default.

items() → a set-like object providing a view on D's items

keys() → a set-like object providing a view on D's keys

log()

static normal(domain, cliques)

static ones(domain, cliques)

pop(k[, d]) → v, remove specified key and return the corresponding value.

If key is not found, d is returned if given, otherwise KeyError is raised

popitem()

Remove and return a (key, value) pair as a 2-tuple.

Pairs are returned in LIFO (last-in, first-out) order. Raises KeyError if the dict is empty.

static random(domain, cliques)

setdefault(key, default=None, /)

Insert key with a value of default if key is not in the dictionary.

Return the value for key if key is in the dictionary, else default.

size()

static uniform(domain, cliques)

update([E, ]**F) → None.  Update D from dict/iterable E and F.

If E is present and has a .keys() method, then does: for k in E: D[k] = E[k] If E is present and lacks a .keys() method, then does: for k, v in E: D[k] = v In either case, this is followed by: for k in F: D[k] = F[k]

values() → an object providing a view on D's values

static zeros(domain, cliques)