Query on TFP Probabilistic Model

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Andy Lau

Apr 12, 2022, 6:38:03 AMApr 12
to TensorFlow Probability
Hi TFP team,

In the TFP tutorial, the model output is Normal distribution. I noted that the output can be replaced by an IndependentNormal layer. In my model, the y_true is binary class. Therefore, I used an IndependentBernoulli layer instead of IndependentNormal layer.

After building the model, I found that it has two output parameters. It doesn't make sense to me since Bernoulli distribution has one parameter only. Do you know what went wrong?

Screenshot 2022-04-12 at 6.32.42 PM.png
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