1931e447f4f3f91726a7ba2fb98d7365b8581994,GPy/models/mrd.py,MRD,_get_param_names,#MRD#,179

Before Change

    def _get_param_names(self):
        // X_names = sum([["X_%i_%i" % (n, q) for q in range(self.input_dim)] for n in range(self.num_data)], [])
        // S_names = sum([["X_variance_%i_%i" % (n, q) for q in range(self.input_dim)] for n in range(self.num_data)], [])
        n1var = self._get_latent_param_names()
        kernel_names = self._get_kernel_names()
        return list(itertools.chain(n1var, *kernel_names))

    def _get_print_names(self):
        return list(itertools.chain(*self._get_kernel_names()))

After Change

        map_names = lambda ns, name: map(lambda x: "{1}_{0}".format(*x),
                                         itertools.izip(ns,
                                                        itertools.repeat(name)))
        return list(itertools.chain(n1var, *(map_names(\
                SparseGP._get_param_names(g)[self.MQ:], n) \
                for g, n in zip(self.bgplvms, self.names))))
    //    kernel_names = (map_names(SparseGP._get_param_names(g)[self.MQ:], n) for g, n in zip(self.bgplvms, self.names))
    //    return kernel_names

    //def _get_param_names(self):

Instances