Research Software Engineering (RSE) resources

The Github Page for this repo contains potentially useful resources about RSE. It was created because I found a lot of RSE resouces from different groups.

List of reseach software engineering resources for anyone interested.

Python 🐍

Communities 🤝‍

• RSE GitHub
• RSE toolkit
• Society of Research Software Engieering
• Society of Research Software Engieering Resources
• Software Sustainability Institute
• Princeton RSE
• University of Bristol RSE
• Engineering for Researchers PyTorch Lightning

Measuring RSE Success (dubious)

• Community Health Analytics Open Source Software - CHAOSS

Blogs 📙

• Software Sustainability Institute Blogs

Courses 📑

• The Carpentries lessons
• Milliams @ Bristol
• Christopher Woods
• Merely Useful
• Essential Software Engineer for Reseachers Imperial College London
• Bristol RSE Courses merged

Data Science and RSE 📊 🧪

• The Alan Turing Institute: Introduction to Research Data Science course

Beginner Courses

• Introduction to RSE course by The Alan Turing Institute
• Research Software Engineering with Python
• UCL RSE Course

Intermediate Research Software Engineering

• Carpentries Intermediate Researcher Software Development in Python

Version Control

• Git Webpage
• The Turing Way on Version Control first steps
• Lightning AI on Version Control
• Imperial College London on Version Control

Licensing

• The Turing Way on Licensing
• Software Sustainability Institute on Licensing
• Choose a License

Research Data Management

• The Turing Way on Data Management

Reproducible Environments

• The Turing Way on Reproducible Environments
• Lightning AI on Environments

Code Quality

• The Turing Way on Code Quality

Code Testing

• The Turing Way on Code Testing
• Carpentries on Testing

Code Reviewing Process

• The Turing Way on Code Reviews

Continuous Integration

• The Turing Way on CI
• Carpentries on CI

Debugging

• Lightning AI on Debugging

R

Communities

Beginner

• RStudio - What is data wrangling? Intro, Motivation, Outline, Setup -- Pt. 1 Data Wrangling Introduction
• RStudio - Tidy Data and tidyr -- Pt 2 Intro to Data Wrangling with R and the Tidyverse
• Data Manipulation Tools: dplyr -- Pt 3 Intro to the Grammar of Data Manipulation with R

Courses 📑

• R, Open Research, and Reproducibility, Andrew Stewart
• R for Data Science Hadley Wickham

Cheat Sheets in R 🦥

• RStudio Cheatsheets
• Missingness using Naniar