Using Python in an HPC environment Logo

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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