Mark Pullin

I keep forgetting how to fix things so I might have a go at this. How would you do it? A method on the `Inference` object? Something like: `infr.fix_parameter(m.X)`?

Do you have ideas how to do this? We should at least think how we might do it before 1.0 is released in case it requires changes to the interfaces...

@mmahsereci do you mean the *acquisition* rather than optimizer object? This is leftover from GPyOpt where things like local penalization were implemented in a such a way that you were...