def __init__(self):
d = dict(
# -- alphabetical order
lu = scope.loguniform(-2, 2),
qlu = scope.qloguniform(np.log(0.01), np.log(20), 2),
qu = scope.quniform(-4.999, 5, 1),
u = scope.uniform(0, 10),
)
base.Bandit.__init__(self, as_apply(d))
def hp_qloguniform(label, *args, **kwargs):
if not isinstance(label, basestring):
raise TypeError("require string label")
return scope.float(scope.hyperopt_param(label, scope.qloguniform(*args, **kwargs)))
def hp_qloguniform(label, *args, **kwargs):
return scope.float(
scope.hyperopt_param(label, scope.qloguniform(*args, **kwargs)))
def hp_qloguniform(label, *args, **kwargs):
if not isinstance(label, basestring):
raise TypeError('require string label')
return scope.float(
scope.hyperopt_param(label, scope.qloguniform(*args, **kwargs)))
def hp_qloguniform(label, *args, **kwargs):
return scope.float(
scope.hyperopt_param(label,
scope.qloguniform(*args, **kwargs)))