Sunday 1:20 p.m.–2 p.m.
Performance Pandas
Jeff Reback
- Audience level:
- Intermediate
Description
Discuss and illustrate a few tips and tricks to get the most out of pandas. Will focus on idioms, computational efficiency, and memory optimization.
Abstract
Pandas Performance
Discuss and illustrate some useful tips and techniques in pandas. We will be addressing questions such as these:
- How to optimize performance.
- How to reduce memory usage in memory and permanent storage.
- Groupby Idioms
- MultiIndex Slicing
