deephyper.skopt.optimizer

Functions

base_minimize	Base optimizer class
dummy_minimize	Random search by uniform sampling within the given bounds.
forest_minimize	Sequential optimisation using decision trees.
gbrt_minimize	Sequential optimization using gradient boosted trees.
gp_minimize	Bayesian optimization using Gaussian Processes.

Classes

Optimizer

Run bayesian optimisation loop in DeepHyper.

deephyper.skopt.optimizer.base	Abstraction for optimizers.
deephyper.skopt.optimizer.dummy	Random search.
deephyper.skopt.optimizer.forest	Forest based minimization algorithms.
deephyper.skopt.optimizer.gbrt
deephyper.skopt.optimizer.gp	Gaussian process-based minimization algorithms.
deephyper.skopt.optimizer.optimizer