Loss

class ampligraph.latent_features.loss_functions.Loss(hyperparam_dict={}, verbose=False)

Abstract class for the loss function.

Attributes

class_params
external_params
metrics	Per-output loss metrics.
name

Methods

__init__([hyperparam_dict, verbose])

Initialize the loss..

__init__(hyperparam_dict={}, verbose=False)

Initialize the loss..

Parameters:

hyperparam_dict (dict) –

Dictionary of hyperparams.

• ”reduction”: (str) - Specifies whether to “sum” or take the “mean” of loss per sample w.r.t. corruptions (default: “sum”).

Other Keys are described in the hyperparameters section.