Using Python in an HPC environment

Pre-requirements:

Pre-requirements
Prepare the environment

Schedule:

Preliminary schedule

Lessons day 1:

Introduction
Load and run python and use packages
Install packages
Running Python in batch mode
Interactive work on the compute nodes
Loading IDEs
Desktop On Demand
Matplotlib in 60 Minutes
Using GPUs with Python
Summary

Lessons day 2:

Intro to Pandas
A Brief Introduction to the Seaborn Statistical Plotting Library
Parallel computing with Python
Big data with Python
Machine Learning and Deep Learning
Summary day2

Extra reading:

More about packages
Developing in isolated environments
More about interactive work
- Jupyter on UPPMAX on compute nodes
Jupyter at Kebnekaise
More about ML
On UPPMAX clusters
On Kebnekaise cluster
On Bianca cluster

Using Python in an HPC environment

More about interactive work
Edit on GitHub

More about interactive work

Let’s put some detailed content here

Jupyter on UPPMAX on compute nodes

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