improve display (group methods by type in suitability table, consistent coloring, add failure table to opt

added levenberg_marquardt infrastructure

framework for adam

Suitability tables (#4)

initial UQ and Claude interface (#2)

corrected failure numbers

added HM + ABC to leaderboard

latest updates except data

update app, multi tab not working