Model revisiting (#35)

* Documentation for gen.params.mjmcmc added
* Use r2r hashmap to store visited models.
* Fix to make subsampling work again after the switch to the r2r hashmap.
* Make the subsampling example use the restart approach and restart using just sgd.

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Co-authored-by: aliaksah <math.uio.no>