jetset.minimizer Module

jetset.minimizer Module#

Model fitting and minimization utilities for JetSeT workflows.

Functions#

fit_SED(fit_model, sed_data, nu_fit_start, ...)

Fit sed.

Classes#

FitResults(name, mm, parameters, calls, ...)

Container for fit statistics and parameter-report state.

Minimizer(model)

Base class for concrete minimizer backends.

LSBMinimizerScipy(model)

SciPy least_squares backend for JetSeT fits.

MinuitMinimizer(model[, add_simplex, conf_dict])

iminuit-based backend for JetSeT fits.

ModelMinimizer(minimizer_type)

High-level entry point for model fitting workflows.

Class Inheritance Diagram#

Inheritance diagram of jetset.minimizer.FitResults, jetset.minimizer.Minimizer, jetset.minimizer.LSBMinimizerScipy, jetset.minimizer.MinuitMinimizer, jetset.minimizer.ModelMinimizer