738bfb1c560ff4e349f5083fc1f81a54e4be4980,ot/da.py,BaseTransport,inverse_transform,#BaseTransport#Any#Any#Any#Any#,1176

Before Change

            transp_Xt = np.dot(transp_, self.Xs)
        else:
            // perform out of sample mapping
            print("Warning: out of sample mapping not yet implemented")
            print("input data will be returned")
            transp_Xt = Xt

        return transp_Xt

After Change

        else:
            // perform out of sample mapping

            D0 = dist(Xt, self.Xt)
            idx = np.argmin(D0, axis=1)

            // transport the target samples
            transp_ = self.Coupling_.T / np.sum(self.Coupling_, 0)[:, None]
            transp_[~ np.isfinite(transp_)] = 0
            transp_Xt_ = np.dot(transp_, self.Xs)

            // define the transported points
            transp_Xt = transp_Xt_[idx, :] + Xt - self.Xt[idx, :]

        return transp_Xt

Instances