Restored functionality to working state (#165)

* docs: update docstring and imports

* style: remove non-class function from class

* fix: using working quadratic solver for weights

* fix: restore working MATLAB-like loop functionality

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Co-authored-by: John Halloran <[email protected]>

Author: john-halloran