Introducing Fortuna: A library for uncertainty quantification
AWS Machine Learning
DECEMBER 16, 2022
Fortuna provides calibration methods, such as conformal prediction, that can be applied to any trained neural network to obtain calibrated uncertainty estimates. This concept is known as calibration [Guo C. A self-driving car may decide not to brake because it confidently assessed that the object in front was not a person.
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