def _init_hyperparameters(self, X, T):
n_samples = X.shape[0]
if (self.mean is None):
self.mean = sp.zeros(n_samples + 1)
if (self.cov is None):
self.cov = sp.ones(n_samples + 1)
if (self.beta is None):
self.beta = 1
return
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