hibou.stats.sensibility_test

hibou.stats.sensibility_test(*args, **kwargs)

Tests the sensibility of the given ModelSet instance to each variables and each flux.

Parameters

model_setModelSet

The ModelSet instance to test.

inputsnp.array

The array that contains the inputs of the evaluating set.

var_namesIterable[str]

A list-like that contains the names of the variables.

fluxes_namesIterable[str]

A list-like that contains the names of the fluxes.

perturbationfloat, optionnal

By default: 0.05. The perturbation to be applied on inputs. By default, it applies a perturbation of 5%. The value of this variable shouldn’t be bellow 0 or above 1.