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based on the utils.rbf input arguments, the data matricies should be the first arguments. Also, based on Gretton et al. the inputs for K and L should be two instances of the x and y respectively. The way it was initially written in the master the rbf function calls sigma thinking its the x data. Not sure anyone is still on here but wanted to offer the change anyway.