You certain? A Bayesian strategy to acquiring uncertainty estimates from neural networks

You certain? A Bayesian strategy to acquiring uncertainty estimates from neural networks

If there have been a set of survival guidelines for information scientists, amongst them must be this: All the time report uncertainty estimates along with your predictions. Nevertheless, right here we’re, working with neural networks, and in contrast to lm, a Keras mannequin doesn’t conveniently output one thing like a normal error for the weights….