Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

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pyp will statically analyse the input code to detect undefined variables. Based on what it finds, it will proceed to transform the AST of the input code as needed. We then compile and execute the ...