A simulation experiment with any number of DGPs,
Methods, Evaluators, and Visualizers.
Details
When run, an Experiment seamlessly combines DGPs and
Methods, computing results in parallel. Those results can then be
evaluated using Evaluators and visualized using Visualizers.
Public methods
Experiment$new()See create_experiment.Experiment$run()See run_experiment.Experiment$generate_data()See generate_data.Experiment$fit()See fit_experiment.Experiment$evaluate()See evaluate_experiment.Experiment$visualize()See visualize_experiment.Experiment$create_doc_template()See create_doc_template.Experiment$create_rmd()See create_rmd.Experiment$add_dgp()See add_dgp.Experiment$update_dgp()See update_dgp.Experiment$remove_dgp()See remove_dgp.Experiment$get_dgps()See get_dgps.Experiment$add_method()See add_method.Experiment$update_method()See update_method.Experiment$remove_method()See remove_method.Experiment$get_methods()See get_methods.Experiment$add_evaluator()See add_evaluator.Experiment$update_evaluator()See update_evaluator.Experiment$remove_evaluator()See remove_evaluator.Experiment$get_evaluators()See get_evaluators.Experiment$add_visualizer()See add_visualizer.Experiment$update_visualizer()See update_visualizer.Experiment$remove_visualizer()See remove_visualizer.Experiment$get_visualizers()See get_visualizers.Experiment$add_vary_across()See add_vary_across.Experiment$update_vary_across()See update_vary_across.Experiment$remove_vary_across()See remove_vary_across.Experiment$get_vary_across()See get_vary_across.Experiment$clear_cache()See clear_cache.Experiment$get_cached_results()See get_cached_results.Experiment$set_rmd_options()See set_rmd_options.Experiment$set_save_dir()See set_save_dir.Experiment$save()See save_experiment.