hpo.py 文件源码

def __call__(self, x):
        """Return the GMM likelihood for given point(s).

        See :eq:`gmm-likelihood`.

        Arguments
        ---------
        x : scalar (or) 1D array of reals
            Point(s) at which likelihood needs to be computed

        Returns
        -------
        scalar (or) 1D array
            Likelihood values at the given point(s)
        """

        if np.isscalar(x):
            return self.get_gmm_pdf(x)
        else:
            return np.array([self.get_gmm_pdf(t) for t in x])