idmtools_calibra.resamplers.calibration_point module

class idmtools_calibra.resamplers.calibration_point.CalibrationPoint(parameters=None, likelihood=None)

Bases: object

DYNAMIC = 'dynamic'

STATIC = 'static'

ALL = 'all'

PARAMETER_TYPES = ['dynamic', 'static', 'all']

LIST = 'list'

SERIES = 'series'

NUMPY = 'numpy'

to_value_dict(parameter_type=None, include_likelihood=False)

Return the dict of dict containing {parameter_name:value} for this CalibrationPoint

get_attribute(key, parameter_type=None, as_type=None)

Returns the specified attribute of each CalibrationParameter as a list, ordered by parameter

Parameters:

• key –

• parameter_type –

• as_type –

Returns:

property parameter_names

get_parameter(name)

Relies on their being exactly one parameter with the given name.

Parameters:

name –

Returns:

to_dict()

Converts CalibrationPoint objects to a dictionary. Useful e.g. for dumping to a json file.

Returns:

a dict containing all needed information for recreating a CalibrationPoint object via from_dict()

classmethod from_dict(src_dict)

Inverse method of to_dict. Builds point from a Dictionary :param src_dict: a dictionary equivalent to one returned by to_dict()

Returns:

a CalibrationPoint object

to_dataframe(parameter_type=None)

write_point(filename)

class idmtools_calibra.resamplers.calibration_point.CalibrationParameter(name, min, max, value, mapTo, dynamic, guess)

Bases: object

classmethod from_dict(parameters)

classmethod from_calibration_parameter(parameter, value)

Create a new CalibrationParameter object from another one but with a new value. :param parameter: input CalibrationParameter to copy :param value: the value to override the copy with :return: a CalibrationParameter object

to_dict()

to_dataframe()