.. _Interface: ================================================ Interface for Matlab ================================================ The following section contains the documentation for using the Python interface that allows to set up, run studies and analyze their results. *************************** Overview of Matlab classes *************************** The interface consists of the following Python classes .. currentmodule:: jcmoptimizer .. csv-table:: :header: "Class", "Purpose" :widths: 50, 150 :class:`Server`, "Class for for starting and stopping the optimization server." :class:`Client`, "Class for connecting to server, creating studies, and creating benchmarks." :class:`Study`, "Class for configuring, running and analyzing results of a study" :class:`Observation`, "Container for observations to be sent to the server." :class:`Suggestion`, "Suggestion retrieved by a study to be evaluated." :class:`Driver`, "Interface to driver-specific methods." :class:`Benchmark`, "Class for benchmarking different studies against each other" *************************** Documentation *************************** Benchmark ============================== .. autoclass:: Benchmark add_study ---------------------------- .. automethod:: Benchmark.add_study add_study_results ---------------------------- .. automethod:: Benchmark.add_study_results get_data ---------------------------- .. automethod:: Benchmark.get_data run ---------------------------- .. automethod:: Benchmark.run set_evaluator ---------------------------- .. automethod:: Benchmark.set_evaluator studies ---------------------------- .. automethod:: Benchmark.studies Client ============================== .. autoclass:: Client check_server ---------------------------- .. automethod:: Client.check_server create_benchmark ---------------------------- .. automethod:: Client.create_benchmark create_study ---------------------------- .. automethod:: Client.create_study shutdown_server ---------------------------- .. automethod:: Client.shutdown_server Driver ============================== .. autoclass:: Driver describe ---------------------------- .. automethod:: Driver.describe get_state ---------------------------- .. automethod:: Driver.get_state historic_parameter_values ---------------------------- .. automethod:: Driver.historic_parameter_values Observation ============================== .. autoclass:: Observation add ---------------------------- .. automethod:: Observation.add Server ============================== .. autoclass:: Server shutdown ---------------------------- .. automethod:: Server.shutdown Study ============================== .. autoclass:: Study add_many ---------------------------- .. automethod:: Study.add_many add_observation ---------------------------- .. automethod:: Study.add_observation add_observation_data ---------------------------- .. automethod:: Study.add_observation_data clear_all_suggestions ---------------------------- .. automethod:: Study.clear_all_suggestions clear_suggestion ---------------------------- .. automethod:: Study.clear_suggestion configuration ---------------------------- .. automethod:: Study.configuration configure ---------------------------- .. automethod:: Study.configure describe ---------------------------- .. automethod:: Study.describe get_observation_data ---------------------------- .. automethod:: Study.get_observation_data get_state ---------------------------- .. automethod:: Study.get_state get_suggestion ---------------------------- .. automethod:: Study.get_suggestion historic_parameter_values ---------------------------- .. automethod:: Study.historic_parameter_values is_done ---------------------------- .. automethod:: Study.is_done new_observation ---------------------------- .. automethod:: Study.new_observation run ---------------------------- .. automethod:: Study.run set_evaluator ---------------------------- .. automethod:: Study.set_evaluator start_clock ---------------------------- .. automethod:: Study.start_clock open_jobs ---------------------------- .. automethod:: Study.open_jobs gather_results ---------------------------- .. automethod:: Study.gather_results Suggestion ============================== .. autoclass:: Suggestion