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 ...
TriP is a python library designed to calculate the forward- and inverse-kinematics of rigid mechanisms. This includes open chains, closed chains, and even combinations of both. Baumgärtner et al., ...