Introduction to running R, Python, and Julia in HPC
Pre-requirements:
Pre-requirements
Python Lessons:
Introduction Python
Load and run python
Packages
Isolated environments
Running Python in batch mode
Using GPUs with Python
Interactive work on the compute nodes
Jupyter on compute nodes
Parallel and multithreaded functions
Conda at UPPMAX
Exercises
Summary
Julia Lessons:
Introduction Julia
Load and run Julia
Packages and isolated environments
Running Julia in batch mode
Parallel and multithreaded functions
Interactive work on compute nodes
Exercises
Summary
R Lessons:
Introduction R
Load and run R
Packages
Isolated environments with
renv
Running R in batch mode
Parallel and multithreaded functions
ML with R
Interactive work on the compute nodes
Using RStudio
Exercises
Summary
Matlab Lessons:
Introduction to MATLAB
Load and Run MATLAB
Add-ons
Parallel and multithreaded functions
Local desktop
Interactive work on compute nodes
COMMON:
Parallel and multithreaded functions
Introduction to running R, Python, and Julia in HPC
Local desktop
Edit on GitHub
Local desktop