Simplex Assimilate: Data assimilation on the simplex
pip install simplex-assimilate
simplex_assimilate/
source code
simplex_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 tests
coverage_report/
coverage reports