optuna.samplersΒΆ
The samplers
module defines a base class for parameter sampling as described extensively in BaseSampler
. The remaining classes in this module represent child classes, deriving from BaseSampler
, which implement different sampling strategies.
Base class for samplers. |
|
Sampler using grid search. |
|
Sampler using random sampling. |
|
Sampler using TPE (Tree-structured Parzen Estimator) algorithm. |
|
A Sampler using CMA-ES algorithm. |
|
Sampler with partially fixed parameters. |
|
A class to calculate the intersection search space of a |
|
Return the intersection search space of the |