Optimizer

class Optimizer

Bases: ABC

Abstract base class for numerical optimizers.

This class defines the standard interface for all optimizer implementations. Its primary purpose is to find the parameters that minimize a given objective function, starting from an initial guess.

Subclasses must implement the minimize() method to provide a specific optimization algorithm.

Methods

minimize(target, params)

Finds the parameters that minimize a target function.