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Moved readme files to docs, tested new torch notebooks
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Welcome to the pyTorch users page. The instructions below outline how to compute various UQ quantities like aleatoric and epistemic using different modeling approaches. | ||
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Overall, there is (1) one script to train regression models and (2) one to train categorical models. Let us review the configuration file first, then we will train models. | ||
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(1) Currently, for regression problems only the Amini-evidential MLP and a standard multi-task MLP (e.g. one that does not predict uncertaintes). Support for the Gaussian model will be added eventually. To train a regression MLP |
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