Update to use a sampled fit check i.e. f(\hat{T}) =1 - || S T - S \hat{T} || / || ST || #22
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…ad significantly)
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This also fixes a number of bugs and adds unit tests. I am pushing these changes first then will make a new PR to make the sampled fit check a convergence checking algorithm