pyrtid.inverse.executors

Provide interfaces to various inverse problem solvers.

The following functionalities are directly provided on module-level.

Classes

Inversion executors

Different executors are provided (scipy, stochopy, pyesmda, pypcga, l-bfgs-b, sies).

ESMDAInversionExecutor(fwd_model, inv_model, ...)	Ensemble Smoother with Multiple Data Assimilation Inversion Executor.
ESMDASolverConfig(hm_end_time, is_parallel, ...)	Ensemble Smoother with Multiple Data Assimilation Inversion Configuration.
ESMDARSInversionExecutor(fwd_model, ...[, ...])	Restricted Step Ensemble Smoother with Multiple Data Assimilation Executor.
ESMDARSSolverConfig(hm_end_time, ...)	Restricted Step Ensemble Smoother with Multiple Data Assimilation Configuration.
ESMDADMCInversionExecutor(fwd_model, ...[, ...])	Data Misfit Controller ESMDA Executor.
ESMDADMCSolverConfig(hm_end_time, ...)	Data Misfit Controller Ensemble Smoother with Multiple Data Assimilation Config.
LBFGSBInversionExecutor(fwd_model, ...[, ...])	Represent a inversion executor instance using the L-BFGS-B from PyRTID.
LBFGSBSolverConfig(hm_end_time, is_parallel, ...)	Configuration for the LBFGSB implemented in PyRTID.
PCGAInversionExecutor(fwd_model, inv_model, ...)	Principal Component Geostatistical Approach Inversion Executor.
PCGASolverConfig(hm_end_time, is_parallel, ...)	Principal Component Geostatistical Approach Inversion Configuration.
ScipyInversionExecutor(fwd_model, inv_model, ...)	Represent a inversion executor instance using scipy's solvers.
ScipySolverConfig(hm_end_time, is_parallel, ...)	Configuration for Scipy solvers.
StochopyInversionExecutor(fwd_model, ...[, ...])	Represent a inversion executor instance using stochopy's solvers.
StochopySolverConfig(hm_end_time, ...)	_summary_
SIESInversionExecutor(fwd_model, inv_model, ...)	Ensemble Smoother with Multiple Data Assimilation Inversion Executor.
SIESSolverConfig(hm_end_time, is_parallel, ...)	Ensemble Smoother with Multiple Data Assimilation Inversion Configuration.

Other classes

Classes to defined inner inversion strategies when using ensemble methods.

SIESInversionType ESMDAInversionType