API Reference ============= Parameter Estimation & Identification -------------------------------------- Parameter Estimation ~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.iden_parmest :members: :undoc-members: Uncertainty Analysis ~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.iden_uncert :members: :undoc-members: Model Validation ~~~~~~~~~~~~~~~~ .. automodule:: middoe.iden_valida :members: :undoc-members: Identification Utilities ~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.iden_utils :members: :undoc-members: Model-Based Design of Experiments ---------------------------------- MBDoE - Parameter Precision ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.des_pp :members: :undoc-members: MBDoE - Model Discrimination ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.des_md :members: :undoc-members: Design Utilities ~~~~~~~~~~~~~~~~ .. automodule:: middoe.des_utils :members: :undoc-members: Sensitivity & Estimability Analysis ------------------------------------ Global Sensitivity Analysis (Sobol) ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.sc_sensa :members: :undoc-members: Estimability Analysis ~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.sc_estima :members: :undoc-members: Simulation & Experiments ------------------------- Simulation Kernel ~~~~~~~~~~~~~~~~~ .. automodule:: middoe.krnl_simula :members: :undoc-members: Experiment Generation ~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.krnl_expera :members: :undoc-members: Data Management --------------- Logging & I/O Utilities ~~~~~~~~~~~~~~~~~~~~~~~~ .. automodule:: middoe.log_utils :members: :undoc-members: