Likelihood – Likelihood sampling¶
The MICMAC package relies on the sampling of likelihood, either in pixel domain as provided by the micmac.likelihood.pixel module, or in spherical harmonic domain as provided by the micmac.likelihood.harmonic module.
The micmac.likelihood.sampling module provides the necessary tools to sample either likelihood, while the micmac.likelihood.initobjects module displays the necessary objects to initialize the likelihoods from toml files.
Module contents¶
- micmac.likelihood.initobjects module
- micmac.likelihood.pixel module
- micmac.likelihood.harmonic module
- micmac.likelihood.sampling module
- SamplingFunctions
- bounded_single_Metropolis_Hasting_step
- bounded_single_Metropolis_Hasting_step_numpyro
- multivariate_Metropolis_Hasting_step
- multivariate_Metropolis_Hasting_step_numpyro
- multivariate_Metropolis_Hasting_step_numpyro_bounded
- separate_single_MH_step_index_accelerated
- separate_single_MH_step_index_v2b
- separate_single_MH_step_index_v3
- separate_single_MH_step_index_v4_pixel
- separate_single_MH_step_index_v4b_pixel
- single_Metropolis_Hasting_step