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

This repository contains a Python tutorial for using the ECCO Central Production version 4 ocean and sea-ice state estimate. Directories within the repository include the (tutorial documentation) and ...

An introduction to the Northern Ireland High-performance Computing (NI-HPC) cluster and practical skills that can immediately benefit your research.

With countless applications and a combination of approachability and power, Python is one of the most popular programming languages for beginners and experts alike. We’ve compiled a list of 10 online ...

ParaMonte has been developed while bearing the following design goals in mind: Full automation of Monte Carlo and Machine Learning simulations as much as possible to ensure user-friendliness of the ...