feat: add Forecaster wrapper for Prophet and modify core traits

[sd2k]

In the second commit of this PR I've reworked the traits so this does kind of work, but it's not ideal (in particular I'm not a big fan of MutableData and the set signature - maybe something like fn set_y(&self, data: &Self::Data) -> Self::Data would be better?). The lifetimes look complicated as well, we have GATs and all sorts going on. The traits definitely need a rename too (FitData?).

[coderabbitai]

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[sd2k]

Closing in favour of #191.