deephyper.ensemble#
The ensemble
module provides a way to build ensembles of checkpointed deep neural networks from tensorflow.keras
, with .h5
format, to regularize and boost predictive performance as well as estimate better uncertainties.
Classes
Ensemble for classification based on uniform averaging of the predictions of each members. |
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Ensemble for regression based on uniform averaging of the predictions of each members. |
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Base class for ensembles, every new ensemble algorithms needs to extend this class. |
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Ensemble with uncertainty quantification for classification based on uniform averaging of the predictions of each members. |
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Ensemble with uncertainty quantification for regression based on uniform averaging of the predictions of each members. |