physbo.gp.mean.const module¶

class physbo.gp.mean.const.const(params=None, max_params=1000000000000.0, min_params=-1000000000000.0)[ソース]¶

constant

get_cand_params(t)[ソース]¶

Getting the median array of candidates.

パラメータ:	t (array_like) -- Input array or object that can be converted to an array
戻り値:	median -- A new array holding the result.
戻り値の型:	numpy.ndarray

get_grad(num_data, params=None)[ソース]¶

Returning a new array of (num_data), filled with ones.

パラメータ:	num_data (int) -- total number of data params (object) -- not used
戻り値:
戻り値の型:	numpy.ndarray

get_mean(num_data, params=None)[ソース]¶

パラメータ:	num_data (int) -- total number of data params (numpy.ndarray) -- parameters
戻り値:
戻り値の型:	numpy.ndarray

get_params_bound()[ソース]¶

Getting the boundary list for parameters

戻り値:	bound -- num_params array with the tupple (min_param, max_params)
戻り値の型:	list

init_params(params)[ソース]¶

Initializing parameters

パラメータ:	params (numpy.ndarray) -- parameters
戻り値:	params -- initialized parameters
戻り値の型:	numpy.ndarray

set_params(params)[ソース]¶

Setting parameters defined in const class.

パラメータ:	params (numpy.ndarray) -- parameters
戻り値:
戻り値の型:	numpy.ndarray

supp_params(params)[ソース]¶

Setting maximum and minimum value of parameters.

パラメータ:	params (numpy.ndarray) -- parameters
戻り値:
戻り値の型:	numpy.ndarray