Using Python in an HPC environment

Pre-requirements:

Pre-requirements
Prepare the environment

Common:

Schedule
HPC clusters

Lessons day 2 (basig analysis and packages):

Introduction
Load and run Python and use packages
Install packages
Use isolated environments
Interactive work on the compute nodes
Desktop On Demand
Loading IDEs
Matplotlib in 60 Minutes
Summary
Python documentations at the different HPC centres

Lessons day 3 (advanced analysis):

Intro to Pandas
A Brief Introduction to the Seaborn Statistical Plotting Library
Running Python in batch mode
Big data with Python
Summary day2

Lessons day 4 (parallel and ML):

Parallel computing with Python
Using GPUs with Python
Machine Learning and Deep Learning

Extra:

Other courses
More about packages
Developing in isolated environments
More about interactive work
- Jupyter on UPPMAX on compute nodes
Jupyter at Kebnekaise
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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