scipy.rst

Scipy

.. currentmodule:: hyperactive.opt

The Scipy backend provides an interface to scipy.optimize algorithms for continuous parameter optimization.

Note

Scipy optimizers only support continuous parameter spaces (tuples). For discrete or categorical parameters, use GFO or Optuna backends.

Global Optimizers

.. autosummary::
    :toctree: ../auto_generated/
    :template: class.rst

    ScipyDifferentialEvolution
    ScipyDualAnnealing
    ScipyBasinhopping
    ScipySHGO
    ScipyDirect

Local Optimizers

.. autosummary::
    :toctree: ../auto_generated/
    :template: class.rst

    ScipyNelderMead
    ScipyPowell