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-0.1.11.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5792669fb52a771baddb9df21f7622d199622f05a112ef63021ae73c586316e2 |
|
MD5 | bd9f08df82b75f1c1c86d02b9938fe73 |
|
BLAKE2b-256 | daa50d58325688d3ab49856484e5b113945e86eb945d4290dc141dd9d3b8be06 |
Close
Hashes for simplex_assimilate-0.1.11-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 73700d2b973dfd9021988d61e364b56781d015994dc3c407cc4ee51caf40a8bc |
|
MD5 | b6a40cb1f81dd796f60a146080c7366d |
|
BLAKE2b-256 | bd27e9ac547838de26ebb86aa7b4d834f570adda3a2317c3a418691b9bc60dd4 |