https://github.com/carpentries-incubator/pando-python
Performance Profiling & Optimisation of Research Code (Python) - Short Course
https://github.com/carpentries-incubator/pando-python
alpha carpentries-incubator english lesson open-educational-resources optimisation profiling programming python
Last synced: 3 months ago
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Performance Profiling & Optimisation of Research Code (Python) - Short Course
- Host: GitHub
- URL: https://github.com/carpentries-incubator/pando-python
- Owner: carpentries-incubator
- License: other
- Created: 2024-09-26T17:30:41.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-10-07T01:08:10.000Z (3 months ago)
- Last Synced: 2025-10-07T03:14:04.690Z (3 months ago)
- Topics: alpha, carpentries-incubator, english, lesson, open-educational-resources, optimisation, profiling, programming, python
- Language: Python
- Homepage: https://carpentries-incubator.github.io/pando-python/
- Size: 14.9 MB
- Stars: 3
- Watchers: 1
- Forks: 8
- Open Issues: 5
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
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README
# Profiling & Optimisation (Python)
## Introduction
This lesson introduces the basics of profiling and optimising Python code. The course is designed to be accessible to Python users of all skill levels (beyond total beginner). The optimisations presented should be considered performance best practices, they are demonstrated with small programming patterns that demonstrate multiple approaches in code to achieve the same result with differing performance.
## Contact Us
This course was originally authored by [@Robadob](https://github.com/Robadob) and is now also maintained by [@JostMigenda](https://github.com/JostMigenda).
Releases prior to Beta, exist in the original [University of Sheffield repository](https://github.com/RSE-Sheffield/pando-python), which includes custom branding. Please direct issues with course content to the [Carpentries Incubator repository](https://github.com/carpentries-incubator/pando-python).
## Contributing
See [Contributing](CONTRIBUTING.md)
## Acknowledgements
The initial development of this course was funded by the University of Sheffield, to support training initiatives for users of their [Stanage HPC cluster](https://docs.hpc.shef.ac.uk/en/latest/stanage/index.html).