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

You are currently viewing the nov2025 branch for the training to be given on Nov. 5, 2025. Corresponding slides are available here: go.wisc.edu/2pixo7. All participants should follow these ...

Here’s everything you need to know to get started with Rust, from using Rust’s toolchain to creating projects, working with IDEs and third-party code, managing libraries, and more. Over the last few ...

This repo provides a step-by-step guide and a template for setting up a Python 🐍 development environment with VScode and Docker 🐳. Docker is an amazing tool, but it has some learning curve. This ...

Ubuntu 24.04.x LTS (Noble Numbat) - runs on all of CSIL workstations, and all MPCS workstations. - exception: workstations in SRYE 3024 and SRYE 4024 run Windows only since Fall 2025. Please read ...

Hello! Tommy here, and today I’m excited to introduce you to Python and Visual Studio Code (VS Code)! This tutorial will guide you through installing Python, setting up VS Code as your code editor, ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Atomistic molecular dynamics (MD) simulations have become an indispensable tool for ...

Udacity's Advanced Python Techniques course is perfect for those who want to master Python's more complex features. This course covers advanced topics like Python decorators, context managers, and ...

Computing as we know it today was built in no small part by individuals who have written open source software—often for little to no personal financial gain—as well as by developers who use those ...