Method init_from_dict

numpy_ml/utils/kernels.py:281–296

(self)

        return kernel

    def init_from_dict(self):
        S = self.param
        sc = S["hyperparameters"] if "hyperparameters" in S else None

        if sc is None:
            raise ValueError("Must have `hyperparameters` key: {}".format(S))

        if sc and sc["id"] == "LinearKernel":
            scheduler = LinearKernel().set_params(S)
        elif sc and sc["id"] == "PolynomialKernel":
            scheduler = PolynomialKernel().set_params(S)
        elif sc and sc["id"] == "RBFKernel":
            scheduler = RBFKernel().set_params(S)
        elif sc:
            raise NotImplementedError("{}".format(sc["id"]))
        return scheduler


def kernel_checks(X, Y):