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

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 ...

PyMassSpec is a Python package for processing gas chromatography-mass spectrometry data. PyMassSpec provides a framework and a set of components for rapid development and testing of methods for ...

Abstract: Being able to build a map of the environment and to simultaneously localize within this map is an essential skill for mobile robots navigating in unknown environments in absence of external ...