bsfit.nodes.models.utils.get_proba_data

bsfit.nodes.models.utils.get_proba_data(estimate: pandas.core.series.Series, proba_estimate: numpy.ndarray)

get data probability density

Parameters

• estimate (pd.Series) – stimulus feature estimates

• proba_estimate (np.ndarray) – estimate probabilities

Returns

probability of the data given the model

Return type

(np.ndarray)

Raises

• ValueError – likelihood < 0

• ValueError – likelihood is Complex