olympus package

Subpackages

PENDING

olympus.olympus

class olympus.olympus.Olympus(*args, **kwargs)

Bases: olympus.objects.abstract_object.Object

Master class of the olympus package

creates empty object and loads defaults

Parameters

• me (str) – arbitrary name to identify the object

• indent (int) – number of spaces used in string representation

add(prop, attr)

dynamically adds property and attribute to object

Parameters

• prop (any) – property associated with attribute

• attr (any) – property value

benchmark(dataset='alkox', planners='all', database=<Database (name=olympus_ce09b6d1, kind=sqlite)>, num_ind_runs=5, num_iter=3)

Parameters

dataset (str) – the dataset to use

property defaults

from_dict(info_dict)

returns object representation of given dictionary

Parameters

info_dict (dict) – dictionary to be represented

Returns

Object representation of dictionary

Return type

Object

from_json(json_file='config.json')

get(prop)

returns attribute associated with given property

Parameters

prop (any) – valid property

Returns

attribute associated with property

Return type

any

reset()

run(planner='Phoenics', dataset='alkox', model='BayesNeuralNet', goal='default', campaign=<Campaign (dataset=n/a, model=n/a, planner=n/a, num_iter=0)>, database=<Database (name=olympus_1b136bde, kind=sqlite)>, num_iter=3)

run_analytic(planner='Phoenics', surface='dejong', param_dim=2, goal='minimize', campaign=<Campaign (dataset=n/a, model=n/a, planner=n/a, num_iter=0)>, database=<Database (name=olympus_de48b93c, kind=sqlite)>, num_iter=3)

to_dict(exclude=[])

returns dictionary representation of presented object

Parameters

exclude (list of any) – properties to be excluded

Returns

representation of presented object

Return type

dict

to_json(json_file='config.json')

update(prop, attr)