optimize (pmrf.optimize)

Optimization using SciPy or Optimistix.

Provides solvers and routines to find the optimal point-estimates that minimize a given objective/cost function.

Classes

ScipyMinimizer([method, use_grad, options, ...])	A host-based minimizer utilizing scipy.optimize.minimize.
OptimizeResult(model, cost, value[, stats, name])	Standardized return object for parameter routines.

Functions

minimize(cost_fn, model, frequency[, ...])	Minimizes a given cost function for a model over a frequency range.
fit(model, data[, frequency, solver, ...])	Fits an RF model to measured data using frequentist optimization.
is_optimizer(x)	Returns if a solver is suitable for frequentist optimization in pmrf.optimize.