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y0ast / deterministic-uncertainty-quantification

Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"
https://arxiv.org/abs/2003.02037
MIT License
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Replication of Toy Example for Deep Ensemble #1

Closed lethaiq closed 4 years ago

lethaiq commented 4 years ago

Thanks for great paper.

I am trying to replicate the uncertainty plot of Deep Ensemble of the Toy Example but I couldn't get the same plot as shown in Figure 1 of the paper.

I noticed that we only have the code for DUQ. Can you also share the code for generating the uncertainty plot for Deep Ensemble?

Thanks,

y0ast commented 4 years ago

No problem, I've added it.