Fit NumPy model functions with measurement uncertainties, parameter constraints, and user-defined likelihoods. Results include parameter covariance, profiles, diagnostics, and optional editable Matplotlib plots. JuliaCall manages the Julia runtime and registered ScientificFitting core; the first fit requires network access and Julia package compilation.