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DiscriminativeNetwork.loss¶

abstract DiscriminativeNetwork.loss(x, y, weights=None)[source]¶

Loss function used for optimization

Parameters:

x (Iterable) – output.
y (Iterable) – the data point
weights (ndarray | None) – Data weights.

Returns:

Loss w.r.t to the generated data points.

Raises:

NotImplementedError – not implemented