f3b74fa85ff628de673e3a652a04d30880646487,GPy/models/mrd.py,MRD,__init__,#MRD#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,48

Before Change

            from ..kern import RBF
            self.kern = [RBF(input_dim, ARD=1, lengthscale=fracs[i], name="rbf".format(i)) for i in range(len(Ylist))]
        elif isinstance(kernel, Kern):
            self.kern = [kernel.copy(name="{}".format(kernel.name, i)) for i in range(len(Ylist))]
        else:
            assert len(kernel) == len(Ylist), "need one kernel per output"
            assert all([isinstance(k, Kern) for k in kernel]), "invalid kernel object detected!"

After Change

        elif isinstance(kernel, Kern):
            self.kern = []
            for i in range(len(Ylist)):
                k = kernel.copy()
                self.kern.append(k)
        else:
            assert len(kernel) == len(Ylist), "need one kernel per output"
            assert all([isinstance(k, Kern) for k in kernel]), "invalid kernel object detected!"

Instances