6b8a9a5f0e738d98904ff7c46c79a44bfdd56686,GPflow/priors.py,Gaussian,__init__,#Gaussian#Any#Any#,22

Before Change

class Gaussian(Prior):
    def __init__(self, mu, var):
        Prior.__init__(self)
        self.mu, self.var = np.atleast_1d(np.array(mu, np.float64)), np.atleast_1d(np.array(var, np.float64))
    def logp(self, x):
        return tf.reduce_sum(densities.gaussian(x, self.mu, self.var))
    def __str__(self):
        return "N("+str(self.mu) + "," + str(self.var) + ")"

After Change

    def __init__(self, mu, var):
        Prior.__init__(self)
        self.mu = np.atleast_1d(np.array(mu, np.float64))
        self.var = np.atleast_1d(np.array(var, np.float64))

    def logp(self, x):
        return tf.reduce_sum(densities.gaussian(x, self.mu, self.var))

Instances