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 ...
Abstract: The performance of high-performance computing (HPC) and other real-world applications is becoming unpre-dictable as the micro-architecture of the modern central processing unit (CPU) turns ...
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