Published October 31, 2024
| Version v1.0.0
Software
Open
stevet40/quantile_utilities: v1.0.0
Authors/Creators
-
1.
Stockholm University
-
2.
University of Cambridge
-
3.
Imperial College London
Description
This repository contains utilities and an example notebook associated with the paper "Data-Space Validation of High-Dimensional Models by Comparing Sample Quantiles" by Thorp et al. (2025).
Currently included are:
quantile_utilities.py: A set of Python functions for creating quantile-quantile (Q-Q) and probability-probability (P-P) plots as described in the paper. These can be used to create plots in the style of those in the paper.demo.ipynb: A Jupyter notebook containing one- and two-dimensional examples, inspired by Figures 1 and 3 in the paper.
The dependencies are: numpy, scipy, and matplotlib.
The code included in this Zenodo record is being developed on GitHub: https://github.com/stevet40/quantile_utilities
Reference: Thorp et al. (2025), ApJS 276, 5. [arXiv:2402.00930][doi]
Files
stevet40/quantile_utilities-v1.0.0.zip
Files
(408.7 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:99a532aff6e45580704b8f08e340375e
|
408.7 kB | Preview Download |
Additional details
Related works
- Is described by
- Journal article: 10.3847/1538-4365/ad8ebd (DOI)
- Preprint: arXiv:2402.00930 (arXiv)
- Is supplement to
- Software: https://github.com/stevet40/quantile_utilities/tree/v1.0.0 (URL)
Funding
Software
- Repository URL
- https://github.com/stevet40/quantile_utilities
- Programming language
- Python