deephyper.nas.losses
This module provides different loss functions. A loss can be defined by a keyword (str) or a callable following the tensorflow.keras interface. If it is a keyword it has to be available in tensorflow.keras or in deephyper.losses. The loss functions availble in deephyper.losses are:
* Negative Log Likelihood (compatible with Tensorflow Probability): tfp_negloglik or tfp_nll
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deephyper.nas.losses.selectLoss(name: str)[source]
Return the loss defined by name.
- Parameters
name (str) – a string referenced in DeepHyper, one referenced in keras or an attribute name to import.
- Returns
a string suppossing it is referenced in the keras framework or a callable taking (y_true, y_pred) as inputs and returning a tensor.
- Return type
str or callable
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deephyper.nas.losses.tfp_negloglik(y, rv_y)[source]
Negative log likelihood for Tensorflow probability.
