sigopt.params
object is used to track chosen parameter values and to get suggested parameter values for optimization. The sigopt.params
object can be used like the Python dict class, allowing you to use methods like .keys()
, .items()
, .values()
and access values using string indexing.sigopt.log_dataset(name)
name
String
sigopt.log_model(model_type)
name
String
sigopt.log_checkpoint(checkpoint_values)
checkpoint_values
dictionary of {string: number}
sigopt.log_metric(name, value, stddev=None)
name
string
value
number
stddev
number
sigopt.log_failure()
sigopt.log_image(image, name=None)
image
argument description for a list of compatible inputs.image
string
, PIL.Image.Image
, matplotlib.figure.Figure
or numpy.ndarray
name
string
image
argument:sigopt.log_metadata(key, value)
key
string
value
number
,object