def logp(value, n, p):
return check_parameters(
factln(n) - factln(value).sum() + (value * at.log(p)).sum(),
value >= 0,
0 <= p,
p <= 1,
at.isclose(p.sum(), 1),
)
def logp(value, n, p):
return check_parameters(
factln(n) - factln(value).sum() + (value * at.log(p)).sum(),
at.all(value >= 0),
at.all(0 <= p),
at.all(p <= 1),
at.isclose(p.sum(), 1),
)
def logp(value, n, p):
return bound(
factln(n) - factln(value).sum() + (value * at.log(p)).sum(),
at.all(value >= 0),
at.all(0 <= p),
at.all(p <= 1),
at.isclose(p.sum(), 1),
broadcast_conditions=False,
)