Optimizer_estimate ( Union ) – Value at which the target function will be evaluated. As the models might have multipleįree-parameters, we ensure that the target always receives a list of elements. Minimize the target function for the data of a single order. NoReturn apply_orderwise ( optimizer_estimate, target, target_kwargs ) #
NoReturn lock_model_param ( param_name ) # Return type Param_name ( str) – One of the available parameters None generate_prior_of_model ( dataClassProxy ) # add_extra_param ( parameter ) # enable_param ( param_name ) #Įxternal activation of the parameters of the model Parameters InvalidConfiguration – If the mode is not one of the valid options Return type Mode ( str) – The mode for the sampler Raises Set the sampler to one of its two working modes: Note: The memory saving mode is controlled by the rv_calculation routines _init_ ( mode, RV_step, RV_window, params_of_model = None, user_configs = None, needed_folders = None ) # store_shared_buffer ( buffer ) # Return type Note: The majority of the Samplers only implement one of the two options The Samplers are implemented in such a way that they can be applied at a order-by-order level or at a global, achromatic level. Propose the new parameters to the model and evaluate its responseĮvaluate any convergence metric that might exist.Įither restart the loop of exist (depending on convergence) Second and all RV-related measurements are converted to it after entering the pipeline.ĭraw a new, tentative, set of parameters of our RV model By default,Īll samplers must have a RV_component.
#Supermodel for sbart full#
Multiple Parameter representing the different free-parameters of the full RV model. The samplers allow for the instantiation of a RV model, using the RV_Model which contain SBART.rv_calculation.rv_stepping.target_function SBART.rv_calculation.RV_Bayesian.target_function SBART.template_creation.telluric_templates.telluric_from_telfit SBART.template_creation.telluric_templates.telluric_from_tapas
SBART.template_creation.telluric_templates.Telluric_Template SBART.template_creation.telluric_templates SBART.template_creation.stellar_templates.sum_stellar SBART.template_creation.stellar_templates.Stellar_Template SBART.template_creation.stellar_templates.OBS_stellar SBART.template_creation.stellar_templates SBART.Quality_Control.ensure_value_in_limits SBART.Quality_Control.activity_indicators
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