Mixture Density Networks

Created: 2023-08-04T00:28:02-05:00

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Predicts one or more gaussian distributions from a dataset, rather than relying on softmax to predict a single output token.

The more certain the dataset is the more of a "spike" response is returned. The more uncertain, the more you get a flat response.