ENH: Pass fit_params through train functions #998
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Currently,
trainmethods do not passfit_paramsto downstreamtrainmethods, and subsequentlyfit_paramsdoes not get passed to themodel.fitmethods. This PR makes sure thatfit_paramsis passed through the entire train chain.