experiments update

* track number estimate
* now uses the minimum absolute difference which we want to minimize, it
indicates there is a sharp point on the graph, testing the efficacy of
this now
* changed how descriptions are passed into run_experiments
* sub show (asot, tatw, magic) analysis done automatically
*