Perform Data Assimilation on the Simplex. Models an ensemble as a mixture of Dirichlet distributions.
Project description
Simplex Assimilate: Data assimilation on the simplex
Installation
pip install simplex-assimilate
File Structure
simplex_assimilate/
source codesimplex_assimilate/cdf.py
Conditional distribution functions for the mixed dirichlet prior.simplex_assimilate/quantize.py
Convert floating point samples to fixed point representation.simplex_assimilate/dirichlet.py
Model samples on the simplex with a mixture of Dirichlet distributions. Fit parameters by maximum likelihood.simplex_assimilate/transport.py
Optimal transport of samples on the simplex.tests/
unit testscoverage_report/
coverage reports
See Also
- Ice Simplex Assimilate Repository
- Represent an ice thickness distribution as a point on the simplex and perform transport.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Close
Hashes for simplex_assimilate-0.1.7-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 88a96a016d1675dd56c4fd003d6ae08115e773a1527907ab07e3de23a064bbb3 |
|
MD5 | 37abc2a046bd14020a51eb95ae14430b |
|
BLAKE2b-256 | 5cbc03356b8da87b669048f3670731a140fad497f0864a09baa729024a20c0bd |