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WestGrid Workshop: Working with multidimensional arrays in Python

Date:

Speaker Info:

Alex Razoumov
Training & Visualization Coordinator
WestGrid
Marie-Hélène Burle
Research Computing Training Assistant
WestGrid

Description

This is part of an Advanced Computing Workshop Series WestGrid is running in partnership with the UBC Research Library Commons. Click here to view the full series.

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Working with multidimensional arrays is essential in many scientific fields. In this workshop we will focus on working with arrays in Python. We will start with regular numpy (https://numpy.org) arrays, then transition to multidimensional labelled arrays with xarray (http://xarray.pydata.org), and then we will take a look at working with 3D multi-resolution volumetric and particle data in yt (https://yt-project.org). We will also do some array visualization along the way.

Pre-requisites:

  • A basic familiarity with running Python in Jupyter notebooks is required.