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This repository is the code for Predictive Uncertainty Estimation using Deep Ensemble

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Hello, I'm having some problems.There's always a warning "raise ValueError('There is Nan in loss')".This may be due to the presence of infinity in the calculation of the exp(),but i don't...

I was trying to understand "loss = tf.reduce_mean(0.5*tf.log(output_sig_pos) + 0.5*tf.div(tf.square(y - output_mu),output_sig_pos))". Could you elaborate more on this?