Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...
An exercise-driven course on Advanced Python Programming that was battle-tested several hundred times on the corporate-training circuit for more than a decade. Written by David Beazley, author of the ...
All materials science data files to be studied so far within the scope of OpenEM are in some form of hdf5 format. To read them and extract their metadata, we are using extrernal libraries suited for ...
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