698dc4fa906cb0d2a58e4f6e17d19962850dbe61,gpytorch/kernels/kernel.py,AdditiveKernel,forward,#AdditiveKernel#Any#Any#,71

Before Change

        self.kernel_2 = kernel_2

    def forward(self, x1, x2):
        return self.kernel_1(x1, x2).evaluate_kernel() + self.kernel_2(x1, x2).evaluate_kernel()


class ProductKernel(Kernel):
    def __init__(self, kernel_1, kernel_2):

After Change

        self.kernels = kernels

    def forward(self, x1, x2):
        res = ZeroLazyVariable()
        for kern in self.kernels:
            res = res + kern(x1, x2).evaluate_kernel()

        return res


class ProductKernel(Kernel):
    def __init__(self, *kernels):

Instances