Article Catalog

See below all articles in the wiki grouped by categories. Each section contains a different grouping, so articles may appear more than once on this page

Beginner's Guide

Main page: Beginner's Guide to Computation in Statistical Research

Implementation
Choosing and Installing a Programming Language Installing and Configuring an Integrated Development Environment Beyond Print Statements: Breakpoint Debugging

Scaling
Building Workflows on Remote Servers Parallelization: Making the most of your Machine Big Data Management

Reproducibility and Collaboration
Version Control Dependency Management

Software Development
Creating Libraries and Packages

Organized By Topic Area

Big Data Tools
Globus Scratch Storage

Containers and Virtual Environments
Conda with Python (Reference Only) Docker Sandboxes for AI Agents Docker, and why-you-should-use-it-for-your-research Introduction to containers Jumping to frequently used folders and automating environment setups Mamba Python virtual environments Renv Running Docker locally and on Hydras Tutorials Virtual Environment Introduction

Integrated Development Environments (IDEs)
GitHub Copilot Jupyter Notebooks Python on the server R on the server VS Code Remote VSCode

Package Development and Distribution
Developing python packages Developing R packages