AFL.agent.GaussianProcess module
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class AFL.agent.GaussianProcess.DummyGP(dataset, kernel=None)
Bases: object
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predict(components)
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class AFL.agent.GaussianProcess.GP(dataset, kernel=None)
Bases: object
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construct_data()
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optimize(N, final_monitor_step=None, progress_bar=False)
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predict(components)
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reset_GP(dataset, kernel=None)
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reset_monitoring(log_dir='test/', iter_period=1)
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transform_domain(components=None)