leaspy.algo.algo_with_annealing¶

Classes¶

Mixin class to use in algorithms that requires temperature_inv.

class AlgorithmWithAnnealingMixin(settings)[source]¶

Mixin class to use in algorithms that requires temperature_inv.

Note that this mixin should be used with a class inheriting from AbstractAlgo, which must have algo_parameters attribute.

Parameters:

settingsAlgorithmSettings

The specifications of the algorithm as a AlgorithmSettings instance.

Please note that you can customize the number of iterations with annealing by setting:

annealing.n_iter_frac, such that iterations with annealing is a ratio of algorithm n_iter (default = 50%)

Attributes:

annealing_onbool: Activates annealing.
temperaturefloat >= 1
temperature_invfloat in [0, 1]: Temperature and its inverse when using annealing

Parameters:

settings (AlgorithmSettings)