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JavierAntoran / Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
MIT License
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Looking for the implementation of "Getting a GlUE" #18

Closed SuperHao-Wu closed 3 years ago

SuperHao-Wu commented 3 years ago

Hi @JavierAntoran , my name is Hao, I'm searching for a valid method for the Uncertainty Explanations, like to decompose the Uncertainty of the prediction back to the features, until I found your paper "Getting a GLUE: A Method for Explaining Uncertainty Estimates", and find it fantastic, do you have implementations of the "CLUE" in this repo or where can I find it, because I see the reference of this github in the paper? I'm researching on using ICU data to do Sepsis Prediction, really appreciate it if you can help.

Thanks in Advance Hao

JavierAntoran commented 3 years ago

Hey @SuperHao-Wu,

The code is now available at: https://github.com/cambridge-mlg/CLUE

Best, Javier