https://github.com/arcticsnow/probextreme
Python Library for Extreme Event Characterisation
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (6.2%) to scientific vocabulary
Keywords
climate-science
extreme-value-statistics
extremes
meteorology
Last synced: 6 months ago
·
JSON representation
Repository
Python Library for Extreme Event Characterisation
Basic Info
- Host: GitHub
- Owner: ArcticSnow
- License: gpl-3.0
- Language: Python
- Default Branch: main
- Homepage: https://probextreme.readthedocs.io/en/latest/
- Size: 60.5 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Topics
climate-science
extreme-value-statistics
extremes
meteorology
Created over 1 year ago
· Last pushed over 1 year ago
Metadata Files
Readme
License
README.md
Probextreme
Python Library for Extreme Event Characterisation.
See documentation: https://probextreme.readthedocs.io/en/latest/
This library is under construction
Installation
```bash git clone https://github.com/ArcticSnow/probextreme.git
install in development mode
pip install -e probextreme ```
Documentation
To display the documentation, install the package mkdocs, and run the command mkdocs serve from the probextreme root directory.
sh
pip install mkdocs
mkdocs serve
ToDo
Short term
- [x] add Bayesian temporal dependencies
- [ ] add example notebooks (see Bérarde cases). Provide sample datasets
- [ ] add Bayesian Pareto
- [ ] add Mann-Kendall test for trend significance
- [ ] add trends fitting
Long term development
- seasonal extremes
- Bayesian plotting
Owner
- Name: Simon Filhol
- Login: ArcticSnow
- Kind: user
- Location: Norway
- Company: University of Oslo
- Repositories: 33
- Profile: https://github.com/ArcticSnow
GitHub Events
Total
- Member event: 1
- Push event: 18
- Create event: 2
Last Year
- Member event: 1
- Push event: 18
- Create event: 2
Dependencies
setup.py
pypi
- xarray *