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 at Kebnekaise
More about ML
On UPPMAX clusters
On Kebnekaise cluster
On Bianca cluster
Using Python in an HPC environment
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