Scientific Python and Julia tutorials

2 of 43 tutorials

Concept Python Intermediate 35 min

The condition number: how many digits a linear solve can lose

Afterwards you can say what the condition number of a matrix measures, and predict how many digits a linear solve can lose before you run it.

Linear algebra Cross-disciplinary

Visualization Python Intermediate 30 min

Matplotlib animation with FuncAnimation: a probe sweep as a small GIF

Afterwards you can turn a parameter sweep into a readable animation with matplotlib.animation, update artists instead of redrawing them, and keep the GIF small.

Visualization Cross-disciplinary