AFL.agent.GaussianProcess module

class AFL.agent.GaussianProcess.DummyGP(dataset, kernel=None)

Bases: object

predict(components)

class AFL.agent.GaussianProcess.GP(dataset, kernel=None)

Bases: object

construct_data()

optimize(N, final_monitor_step=None, progress_bar=False)

predict(components)

reset_GP(dataset, kernel=None)

reset_monitoring(log_dir='test/', iter_period=1)

transform_domain(components=None)