Index

_

__cb_button_cancel() (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG method) __cb_button_folder() (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG method) __cb_button_ok() (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG method) __cb_global_refresh() (mlpro.bf.ui.sciui.main.SciUI method) __cb_menu_file_properties() (mlpro.bf.ui.sciui.main.SciUI method) __cb_menu_help_about() (mlpro.bf.ui.sciui.main.SciUI method) __cb_submenu_file_change_scenario() (mlpro.bf.ui.sciui.main.SciUI method) __cb_toggle_fullscreen() (mlpro.bf.ui.sciui.main.SciUI method) __cb_window_resized() (mlpro.bf.ui.sciui.main.SciUI method) __change_scenario() (mlpro.bf.ui.sciui.main.SciUI method) __init_cursor() (mlpro.bf.ui.sciui.framework.SciUISubplot2D method) __init_main_menu() (mlpro.bf.ui.sciui.main.SciUI method) __init_main_window() (mlpro.bf.ui.sciui.main.SciUI method) __init_shared_db() (mlpro.bf.ui.sciui.main.SciUI method) __register_scenario_rec() (mlpro.bf.ui.sciui.main.SciUI method) __set_fullscreen() (mlpro.bf.ui.sciui.main.SciUI method) _action_dimensions (mlpro.bf.systems.basics.SystemShared attribute) _action_to_mujoco() (mlpro.bf.systems.basics.System method) _actions (mlpro.bf.systems.basics.SystemShared attribute) _adapt() (mlpro.bf.ml.basics.Model method) (mlpro.gt.dynamicgames.stackelberg.GTMultiPlayer_SG method) (mlpro.gt.dynamicgames.stackelberg.GTPlayer_SG method) (mlpro.gt.pool.policies.sbpg.SbPG method) (mlpro.oa.streams.basics.OAStreamTask method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_agents.Policy method) (mlpro.rl.models_env_ada.AFctReward method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.rl.pool.policies.dummy.MyDummyPolicy method) (mlpro.rl.pool.policies.randomgenerator.RandomGenerator method) (mlpro.sl.basics.SLAdaptiveFunction method) _adapt_br() (mlpro.gt.pool.policies.sbpg.SbPG method) _adapt_gb() (mlpro.gt.pool.policies.sbpg.SbPG method) _adapt_gb_mom() (mlpro.gt.pool.policies.sbpg.SbPG method) _adapt_offline() (mlpro.sl.basics.SLAdaptiveFunction method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _adapt_on_event() (mlpro.bf.ml.basics.Model method) (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax method) _adapt_online() (mlpro.sl.basics.SLAdaptiveFunction method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _adapt_policy_by_model() (mlpro.rl.models_agents.Agent method) _adapt_post() (mlpro.oa.streams.basics.OAStreamTask method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) _adapt_pre() (mlpro.oa.streams.basics.OAStreamTask method) _adapt_reverse() (mlpro.oa.streams.basics.OAStreamTask method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _add_additional_buffer() (mlpro.rl.pool.policies.dummy.MyDummyPolicy method) _add_buffer() (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _add_cluster() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _add_init() (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _add_objective() (mlpro.bf.ml.basics.Model method) _add_obstacle() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _add_payoff_matrix() (mlpro.gt.native.basics.GTFunction method) _add_transfer_function() (mlpro.gt.native.basics.GTFunction method) _afct_broken (mlpro.rl.models_env.EnvBase attribute) _afct_reward (mlpro.rl.models_env.EnvBase attribute) _afct_strans (mlpro.rl.models_env.EnvBase attribute) _afct_success (mlpro.rl.models_env.EnvBase attribute) _async_subtask() (mlpro.rl.pool.actionplanner.mpc.MPC method) _autorun() (mlpro.bf.mt.Task method) _buffer_anomaly() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.detectors_point_group.AnomalyDetectorIBPG method) _buffer_change() (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _buffer_drift() (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _calc_distance() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _calc_init_traj() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _calc_loss() (mlpro.sl.fnn.FNN method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _call_best_response() (mlpro.gt.native.basics.GTPayoffMatrix method) (mlpro.gt.pool.native.games.routingproblems_3p.PayoffMatrix_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.PayoffMatrix_SD3P method) _call_compute_strategy() (mlpro.gt.pool.native.games.routingproblems_3p.MinGreedyPolicy_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.MaxGreedyPolicy_SD3P_P1 method) (mlpro.gt.pool.native.games.supplydemand_3p.MaxGreedyPolicy_SD3P_P2 method) (mlpro.gt.pool.native.solvers.greedypolicy.MaxGreedyPolicy method) (mlpro.gt.pool.native.solvers.greedypolicy.MinGreedyPolicy method) _call_mapping() (mlpro.gt.native.basics.GTPayoffMatrix method) (mlpro.gt.pool.native.games.routingproblems_3p.PayoffMatrix_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.PayoffMatrix_SD3P method) _call_zero_sum() (mlpro.gt.native.basics.GTPayoffMatrix method) (mlpro.gt.pool.native.games.routingproblems_3p.PayoffMatrix_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.PayoffMatrix_SD3P method) _clear_traj() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _close_episode() (mlpro.rl.models_train.RLTraining method) _close_evaluation() (mlpro.rl.models_train.RLTraining method) _close_results() (mlpro.bf.ml.basics.Training method) _close_trial() (mlpro.gt.native.basics.GTTraining method) _collide_check_line() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _collide_check_point() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _collide_check_point_list() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _complete_state() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.systems.basics.System method) (mlpro.bf.various.Persistent method) (mlpro.rl.models_train.RLScenario method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _compute_broken() (mlpro.bf.systems.basics.FctBroken method) (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _compute_reward() (mlpro.gt.dynamicgames.basics.GameBoard method) (mlpro.rl.models_env.FctReward method) (mlpro.rl.models_env_ada.AFctReward method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _compute_strategy() (mlpro.gt.native.basics.GTSolver method) (mlpro.gt.pool.native.solvers.greedypolicy.MaxGreedyPolicy method) (mlpro.gt.pool.native.solvers.greedypolicy.MinGreedyPolicy method) (mlpro.gt.pool.native.solvers.randomsolver.RandomSolver method) _compute_success() (mlpro.bf.systems.basics.FctSuccess method) (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _counter (mlpro.gt.pool.policies.sbpg.SbPG attribute) _create_boundaries() (mlpro.bf.math.statistics.boundaries.BoundaryProvider method) _create_so() (mlpro.bf.mt.Async method) _current_ep (mlpro.gt.pool.policies.sbpg.SbPG attribute) _custom_coalition_strategy() (mlpro.gt.native.basics.GTCoalition method) _custom_function() (mlpro.bf.physics.basics.TransferFunction method) (mlpro.bf.streams.tasks.deriver.DerivativeFunction method) (mlpro.gt.pool.native.games.routingproblems_3p.TransferFunction_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.TransferFunction_SD3P method) _default_weight_bias_init() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) _demand (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] _derive_data() (mlpro.bf.streams.tasks.deriver.Deriver method) _derivs() (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) _detect() (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _discretization() (mlpro.gt.pool.policies.sbpg.SbPG method) _draw_obstacle() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _draw_start_goal() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _draw_traj() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _event_handler() (mlpro.oa.streams.helpers.change_observer.ChangeObserver method) _export_action() (mlpro.bf.systems.basics.System method) _extract_observation() (mlpro.rl.models_agents.Agent method) _extract_rows() (mlpro.bf.data.buffers.Buffer method) (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) _fct_broken (mlpro.bf.systems.basics.System attribute) _fct_const() (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) _fct_cos() (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) _fct_lin() (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) _fct_sin() (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) _fct_strans (mlpro.bf.systems.basics.System attribute) _fct_success (mlpro.bf.systems.basics.System attribute) _figure_atexit_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_atexit_default() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_atexit_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_atexit_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_force_foreground_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_force_foreground_default() (mlpro.bf.plot.backends.basics.PlotBackend method) (mlpro.bf.plot.backends.qtagg.PlotBackendqtagg method) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_force_foreground_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_force_foreground_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_geometry_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_geometry_default() (mlpro.bf.plot.backends.basics.PlotBackend method) (mlpro.bf.plot.backends.qtagg.PlotBackendqtagg method) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_get_geometry_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_geometry_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_get_title_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_title_default() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_title_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_get_title_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_geometry_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_geometry_default() (mlpro.bf.plot.backends.basics.PlotBackend method) (mlpro.bf.plot.backends.qtagg.PlotBackendqtagg method) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_set_geometry_default_rec() (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_set_geometry_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_geometry_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_set_pos_Windows_rec() (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg method) _figure_set_title_Darwin() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_title_default() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_title_Linux() (mlpro.bf.plot.backends.basics.PlotBackend method) _figure_set_title_Windows() (mlpro.bf.plot.backends.basics.PlotBackend method) _finalize_plot_view() (mlpro.bf.streams.basics.StreamTask method) _function_approximation() (mlpro.bf.physics.basics.TransferFunction method) _gen_current_path() (mlpro.bf.ml.basics.Training method) _gen_root_path() (mlpro.bf.ml.basics.Training method) _gen_sample_ind() (mlpro.bf.data.buffers.Buffer method) (mlpro.bf.data.buffers.BufferRnd method) (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) _generate_next_value_() (mlpro.bf.ml.basics.AdaptationType method) (mlpro.oa.streams.basics.OAStreamAdaptationType method) _get() (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) _get_accuracy() (mlpro.bf.ml.basics.Model method) _get_cluster_relations() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _get_clusters() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _get_custom_run_method() (mlpro.bf.mt.Task method) (mlpro.bf.streams.basics.StreamTask method) _get_evaluation() (mlpro.gt.native.basics.GTGame method) _get_event_id() (mlpro.oa.streams.tasks.changedetectors.basics.Change method) _get_kwarg() (mlpro.bf.various.KWArgs method) _get_kwargs() (mlpro.bf.various.KWArgs method) _get_mean() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly method) _get_mean_deviation() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly method) _get_next() (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.streams.clouds.StreamMLProClouds method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D method) _get_next_action() (mlpro.bf.systems.basics.DemoScenario method) _get_next_anomaly_id() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) _get_next_change_id() (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _get_next_cluster_id() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _get_next_drift_id() (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _get_obs() (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) _get_path() (mlpro.bf.various.Persistent method) _get_plot_host_task() (mlpro.bf.mt.Workflow method) _get_sensor_value() (mlpro.bf.systems.basics.SAGateway method) _get_status() (mlpro.oa.streams.tasks.changedetectors.basics.Change method) _get_stream() (mlpro.bf.streams.basics.StreamProvider method) _get_stream_list() (mlpro.bf.streams.basics.StreamProvider method) _get_tstamp() (mlpro.bf.streams.basics.StreamTask method) _get_tstamp_real() (mlpro.bf.streams.basics.Stream method) _get_tstamp_sim() (mlpro.bf.streams.basics.Stream method) _hyperparam_handler() (mlpro.bf.ml.basics.Model method) _import_plot_packages() (mlpro.bf.plot.basics.Plottable method) _import_state() (mlpro.bf.systems.basics.System method) _init_data_structures() (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) _init_dataset() (mlpro.bf.streams.streams.clouds.StreamMLProClouds method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D method) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D method) _init_episode() (mlpro.rl.models_train.RLTraining method) _init_evaluation() (mlpro.rl.models_train.RLTraining method) _init_figure() (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamScenario method) _init_hyperparam() (mlpro.bf.ml.basics.Model method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.gt.native.basics.GTSolver method) (mlpro.gt.pool.policies.sbpg.SbPG method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.sl.fnn.MLP method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _init_plot_2d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) _init_plot_3d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method)

_init_plot_nd() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.oa.streams.helpers.change_observer.ChangeObserver method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) _init_results() (mlpro.bf.ml.basics.Training method) (mlpro.gt.native.basics.GTTraining method) (mlpro.rl.models_train.RLTraining method) _init_timer() (mlpro.bf.ops.ScenarioBase method) _init_trial() (mlpro.gt.native.basics.GTTraining method) _input_preproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) _instances (mlpro.bf.streams.basics.StreamShared attribute) _is_bestresponse() (mlpro.gt.native.basics.GTGame method) _last_action (mlpro.bf.systems.basics.System attribute) (mlpro.rl.models_env.EnvBase attribute) _last_reward (mlpro.rl.models_env.EnvBase attribute) _latency (mlpro.bf.systems.basics.System attribute) (mlpro.rl.models_env.EnvBase attribute) _linear() (mlpro.bf.physics.basics.TransferFunction method) _log() (mlpro.bf.various.Log method) _log_results() (mlpro.bf.ml.basics.TrainingResults method) (mlpro.rl.models_train.RLTrainingResults method) _map() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) (mlpro.bf.systems.basics.SystemShared method) (mlpro.sl.fnn.FNN method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _map_float() (mlpro.bf.math.basics.Function method) _map_inverse() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) _map_inverse_float() (mlpro.bf.math.basics.Function method) _map_inverse_list() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) _map_inverse_ndarray() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) _map_list() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) _map_ndarray() (mlpro.bf.math.basics.Function method) (mlpro.bf.math.normalizers.basics.Normalizer method) _map_values() (mlpro.bf.systems.basics.SystemShared method) _mappings (mlpro.bf.systems.basics.SystemShared attribute) _maximize() (mlpro.bf.ml.basics.HyperParamTuner method) _normalize() (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS4 method) (mlpro.rl.pool.envs.doublependulum.DoublePendulumS4 method) _obs_to_mujoco() (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS4 method) (mlpro.rl.pool.envs.doublependulum.DoublePendulumS4 method) _omit_instance() (mlpro.bf.streams.basics.Sampler method) (mlpro.bf.streams.samplers.min_wise.SamplerMinWise method) (mlpro.bf.streams.samplers.random.SamplerRND method) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir method) (mlpro.bf.streams.samplers.weighted_random.SamplerWeightedRND method) _on_finished() (mlpro.bf.mt.Task method) _operate_helper() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SegmentTree method) _optimize() (mlpro.sl.fnn.FNN method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _output_postproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) _output_preproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) _param (mlpro.bf.math.basics.Scaler attribute) _param_new (mlpro.bf.math.basics.Scaler attribute) _param_old (mlpro.bf.math.basics.Scaler attribute) _plan_action() (mlpro.rl.models_agents.ActionPlanner method) (mlpro.rl.pool.actionplanner.mpc.MPC method) _prepare_derivation() (mlpro.bf.streams.tasks.deriver.Deriver method) _prepare_rearrangement() (mlpro.bf.streams.tasks.rearranger.Rearranger method) _prev_state (mlpro.bf.systems.basics.System attribute) _process_action() (mlpro.bf.systems.basics.System method) (mlpro.rl.models_env.EnvBase method) (mlpro.rl.models_env_ada.EnvModel method) _raise_anomaly_event() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) _raise_change_event() (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _raise_drift_event() (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _raise_event() (mlpro.bf.events.EventManager method) (mlpro.bf.mt.Task method) _rearrange() (mlpro.bf.streams.tasks.rearranger.Rearranger method) _recover_window_geometry() (mlpro.bf.plot.basics.Plottable method) _reduce_state() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.systems.basics.System method) (mlpro.bf.various.Persistent method) (mlpro.rl.models_train.RLScenario method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _refresh_plot() (mlpro.bf.plot.basics.Plottable method) _remove_anomaly() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) _remove_change() (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _remove_cluster() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _remove_drift() (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _remove_plot_2d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.plot.basics.Plottable method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) _remove_plot_3d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.plot.basics.Plottable method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) _remove_plot_nd() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.plot.basics.Plottable method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) _renormalize() (mlpro.oa.streams.basics.OAStreamTask method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) _reset() (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.bf.systems.basics.MultiSystem method) (mlpro.bf.systems.basics.SAGateway method) (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS7 method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.rl.models_train.RLScenario method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _run() (mlpro.bf.ml.basics.Training method) (mlpro.bf.mt.Task method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.tasks.deriver.Deriver method) (mlpro.bf.streams.tasks.rearranger.Rearranger method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.bf.systems.basics.System method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _run_async() (mlpro.bf.mt.Task method) _run_cycle() (mlpro.bf.ml.basics.Training method) (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.gt.native.basics.GTGame method) (mlpro.gt.native.basics.GTTraining method) (mlpro.rl.models_train.RLScenario method) (mlpro.rl.models_train.RLTraining method) _run_wrapper() (mlpro.bf.streams.basics.StreamTask method) _save_line() (mlpro.bf.ml.basics.HyperParamTuner method) (mlpro.bf.ml.basics.TrainingResults method) _scalar_conversion() (mlpro.bf.physics.unitconverter.UnitConverter method) _set_actuator_value() (mlpro.bf.systems.basics.SAGateway method) _set_adapted() (mlpro.bf.ml.basics.Model method) (mlpro.oa.streams.basics.OAStreamTask method) _set_function_parameters() (mlpro.bf.physics.basics.TransferFunction method) (mlpro.bf.physics.unitconverter.UnitConverter method) (mlpro.bf.streams.tasks.deriver.DerivativeFunction method) (mlpro.gt.pool.native.games.routingproblems_3p.TransferFunction_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.TransferFunction_SD3P method) _set_mode() (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.rl.models_train.RLScenario method) _set_parameters() (mlpro.bf.math.basics.Scaler method) _set_state() (mlpro.bf.systems.basics.System method) _set_type() (mlpro.bf.physics.basics.TransferFunction method) _setup() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.gt.native.basics.GTGame method) (mlpro.gt.pool.native.games.prisonersdilemma_2p.PrisonersDilemma2PGame method) (mlpro.gt.pool.native.games.prisonersdilemma_3p.PrisonersDilemma3PGame method) (mlpro.gt.pool.native.games.rockpaperscissors.RockPaperScissors method) (mlpro.gt.pool.native.games.routingproblems_3p.Routing_3P method) (mlpro.gt.pool.native.games.supplydemand_3p.SupplyDemand_3P method) (mlpro.oa.streams.basics.OAStreamScenario method) (mlpro.rl.models_agents.ActionPlanner method) (mlpro.rl.models_agents.RLScenarioMBInt method) (mlpro.rl.models_train.RLScenario method) _setup_feature_space() (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.streams.clouds.StreamMLProClouds method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D method) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers method) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D method) _setup_label_space() (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D method) _setup_logging_set() (mlpro.sl.basics.SLAdaptiveFunction method) _setup_mapping_matrix() (mlpro.gt.native.basics.GTFunction method) (mlpro.gt.pool.native.games.prisonersdilemma_2p.PayoffFunction_PD2P method) (mlpro.gt.pool.native.games.prisonersdilemma_3p.PayoffFunction_PD3P method) (mlpro.gt.pool.native.games.rockpaperscissors.PayoffFunction_RSP method) _setup_model() (mlpro.sl.basics.SLAdaptiveFunction method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) _setup_payoff_matrix() (mlpro.gt.native.basics.GTFunction method) (mlpro.gt.pool.native.games.prisonersdilemma_2p.PayoffFunction_PD2P method) (mlpro.gt.pool.native.games.prisonersdilemma_3p.PayoffFunction_PD3P method) (mlpro.gt.pool.native.games.rockpaperscissors.PayoffFunction_RSP method) _setup_solver() (mlpro.gt.native.basics.GTSolver method) _setup_spaces() (mlpro.rl.models_env_ada.AFctReward method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _setup_transfer_functions() (mlpro.gt.native.basics.GTFunction method) (mlpro.gt.pool.native.games.routingproblems_3p.PayoffFunction_Routing3P method) (mlpro.gt.pool.native.games.supplydemand_3p.PayoffFunction_SD3P method) _simulate_reaction() (mlpro.bf.systems.basics.FctSTrans method) (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS7 method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) _spaces (mlpro.bf.systems.basics.SystemShared attribute) _start_async() (mlpro.bf.mt.Async method) _state (mlpro.bf.systems.basics.System attribute) (mlpro.rl.models_env.EnvBase attribute), [1] _state_from_mujoco() (mlpro.bf.systems.basics.System method) _states (mlpro.bf.systems.basics.SystemShared attribute) _store_window_geometry() (mlpro.bf.plot.basics.Plottable method) _switch_logging() (mlpro.bf.various.Log method) _switch_stream() (mlpro.bf.streams.basics.MultiStream method) _temperature() (mlpro.bf.physics.unitconverter.UnitConverter method) _triage() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _triage_anomaly() (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector method) _triage_drift() (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector method) _update_density() (mlpro.oa.streams.tasks.clusteranalyzers.clusters.body.ClusterBody method) _update_evaluation() (mlpro.rl.models_train.RLTraining method) _update_hyperparameters() (mlpro.bf.ml.basics.Model method) _update_parameters() (mlpro.bf.math.basics.Scaler method) (mlpro.bf.math.normalizers.minmax.NormalizerMinMax method) (mlpro.bf.math.normalizers.ztrans.NormalizerZTrans method) _update_plot_2d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) _update_plot_3d() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _update_plot_data() (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _update_plot_data_2d() (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _update_plot_data_3d() (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _update_plot_data_nd() (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax method) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform method) _update_plot_nd() (mlpro.bf.math.geometry.crosshair.Crosshair method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.oa.streams.helpers.change_observer.ChangeObserver method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly method) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) _update_statistics() (mlpro.oa.streams.helpers.change_observer.ChangeObserver method) _utility_fct() (mlpro.gt.dynamicgames.basics.GameBoard method)

A

Action (class in mlpro.bf.systems.basics) action_max (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] action_min (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] action_to_mujoco() (mlpro.bf.systems.basics.System method) ActionElement (class in mlpro.bf.systems.basics) ActionPlanner (class in mlpro.rl.models_agents) actiontype (mlpro.rl.pool.envs.bglp.Belt attribute), [1] acts (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] Actuator (class in mlpro.bf.systems.basics) (class in mlpro.rl.pool.envs.bglp) adapt() (mlpro.bf.ml.basics.Model method) (mlpro.oa.streams.basics.OAStreamTask method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.sl.basics.SLAdaptiveFunction method) adapt_on_event() (mlpro.bf.ml.basics.Model method) Adaptation (class in mlpro.bf.ml.basics) AdaptationType (class in mlpro.bf.ml.basics) AdaptiveFunction (class in mlpro.bf.ml.basics) add_action_reward() (mlpro.rl.models_env.Reward method) add_actuator() (mlpro.bf.systems.basics.SAGateway method) add_agent() (mlpro.rl.models_agents.MultiAgent method) add_agent_reward() (mlpro.rl.models_env.Reward method) add_buffer() (mlpro.rl.pool.policies.dummy.MyDummyPolicy method) add_coalition() (mlpro.gt.native.basics.GTCompetition method) add_component() (mlpro.bf.ui.sciui.framework.SciUIFrame method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) (mlpro.bf.ui.sciui.framework.SciUITabCTRL method) add_custom_result() (mlpro.bf.ml.basics.TrainingResults method) add_dim() (mlpro.bf.math.basics.Set method) add_elem() (mlpro.bf.math.basics.ElementList method) add_element() (mlpro.bf.data.buffers.Buffer method) (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) (mlpro.sl.pool.afct.pytorch.PyTorchBuffer method) add_episode() (mlpro.rl.models_train.RLDataStoring method) add_evaluation() (mlpro.rl.models_train.RLDataStoringEval method) add_frame() (mlpro.bf.data.datastoring.DataStoring method)

add_gateway() (mlpro.bf.systems.basics.System method) add_helper() (mlpro.oa.streams.basics.OAStreamWorkflow method) add_hp_tuple() (mlpro.bf.ml.basics.HyperParamDispatcher method) add_link_joint() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) add_objective() (mlpro.bf.ml.basics.Model method) add_player() (mlpro.gt.dynamicgames.basics.MultiPlayer method) (mlpro.gt.native.basics.GTCoalition method) add_result() (mlpro.bf.mt.Shared method) add_sensor() (mlpro.bf.systems.basics.SAGateway method) add_stream() (mlpro.bf.streams.basics.MultiStream method) add_system() (mlpro.bf.systems.basics.MultiSystem method) add_tab() (mlpro.bf.ui.sciui.framework.SciUITabCTRL method) add_task() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.mt.Workflow method) (mlpro.oa.streams.basics.OAStreamWorkflow method) add_time() (mlpro.bf.various.Timer method) add_trial() (mlpro.gt.native.basics.GTDataStoring method) add_value_element() (mlpro.bf.data.buffers.BufferElement method) AFctReward (class in mlpro.rl.models_env_ada) Agent (class in mlpro.rl.models_agents) ALG_SbPG_BR (mlpro.gt.pool.policies.sbpg.SbPG attribute) ALG_SbPG_GB (mlpro.gt.pool.policies.sbpg.SbPG attribute) ALG_SbPG_GB_MOM (mlpro.gt.pool.policies.sbpg.SbPG attribute) align_cluster_properties() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) alpha (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) Anomaly (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.basics) AnomalyDetector (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics) AnomalyDetectorIB (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.basics) AnomalyDetectorIBPG (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.detectors_point_group) AnomalyIB (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.basics) append() (mlpro.bf.math.basics.Set method) assign_plot_detail_level() (mlpro.bf.plot.basics.Plottable method) assign_so() (mlpro.bf.mt.Async method) assign_stream() (mlpro.bf.streams.basics.StreamShared method) Async (class in mlpro.bf.mt) AWorkflow (class in mlpro.bf.ml.basics) Axes (class in mlpro.bf.plot.basics)

B

BatchElement (class in mlpro.bf.math.basics) Belt (class in mlpro.rl.pool.envs.bglp) best_response() (mlpro.gt.native.basics.GTFunction method) best_response_value() (mlpro.gt.native.basics.GTPayoffMatrix method) BGLP (class in mlpro.rl.pool.envs.bglp) BGLP_GT (class in mlpro.gt.pool.boards.bglp)

blts (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] BoundaryDetector (class in mlpro.oa.streams.tasks.boundarydetectors.basic) BoundaryProvider (class in mlpro.bf.math.statistics.boundaries) BoundarySide (class in mlpro.bf.math.statistics.boundaries) Buffer (class in mlpro.bf.data.buffers) BufferElement (class in mlpro.bf.data.buffers) BufferRnd (class in mlpro.bf.data.buffers)

C

C_ACTION_CONSTANT (mlpro.bf.systems.basics.DemoScenario attribute) C_ACTION_RANDOM (mlpro.bf.systems.basics.DemoScenario attribute) C_ACTION_TYPE_CONT (mlpro.rl.pool.envs.gridworld.GridWorld attribute) C_ACTION_TYPE_DISC_2D (mlpro.rl.pool.envs.gridworld.GridWorld attribute) C_ANGLES_DOWN (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_ANGLES_RND (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_ANGLES_UP (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_ANI_FRAME (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_ANI_STEP (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_ANOMALY_COLORS (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) C_AUTORUN_LOOP (mlpro.bf.mt.Task attribute) C_AUTORUN_NONE (mlpro.bf.mt.Task attribute) C_AUTURUN_RUN (mlpro.bf.mt.Task attribute) C_AX_CURSOR (mlpro.bf.ui.sciui.framework.SciUISubplot2D attribute) C_AX_CURSOR_COLOR (mlpro.bf.ui.sciui.framework.SciUISubplot2D attribute) C_AX_FACECOLOR (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) C_AX_FRAME (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) C_AX_RECTANGLE (mlpro.bf.ui.sciui.framework.SciUISubplot2D attribute) (mlpro.bf.ui.sciui.framework.SciUISubplot3D attribute) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) C_BACKEND (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) C_BASE_SET_DO (mlpro.bf.math.basics.Dimension attribute) C_BASE_SET_N (mlpro.bf.math.basics.Dimension attribute) C_BASE_SET_R (mlpro.bf.math.basics.Dimension attribute) C_BASE_SET_Z (mlpro.bf.math.basics.Dimension attribute) C_BOUNDARIES (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) C_BUFFER_CLS (mlpro.bf.ml.basics.Model attribute) (mlpro.rl.models_agents.Policy attribute) (mlpro.rl.pool.policies.dummy.MyDummyPolicy attribute) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP attribute) C_CLS_RESULTS (mlpro.bf.ml.basics.Training attribute) (mlpro.gt.dynamicgames.basics.GTTraining attribute) (mlpro.gt.native.basics.GTTraining attribute) (mlpro.rl.models_train.RLTraining attribute) C_CLUSTER_COLORS (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster attribute) C_CLUSTER_PROPERTIES (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute), [1] C_COALITION_CUSTOM (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_MAX (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_MEAN (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_MEDIAN (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_MIN (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_MODE (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_STRATEGY (mlpro.gt.native.basics.GTCoalition attribute) C_COALITION_SUM (mlpro.gt.native.basics.GTCoalition attribute) C_COL_ERROR (mlpro.bf.various.Log attribute) C_COL_RESET (mlpro.bf.various.Log attribute) C_COL_SUCCESS (mlpro.bf.various.Log attribute) C_COL_WARNING (mlpro.bf.various.Log attribute) C_CPAR_NUM_EPI (mlpro.rl.models_train.RLTrainingResults attribute) C_CPAR_NUM_EVAL (mlpro.rl.models_train.RLTrainingResults attribute) C_CYCLE_LIMIT (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.rl.models_env.Environment attribute) (mlpro.rl.pool.envs.bglp.BGLP attribute) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner attribute) (mlpro.rl.pool.envs.robotinhtm.RobotHTM attribute) C_EPSILON (mlpro.bf.math.normalizers.minmax.NormalizerMinMax attribute) (mlpro.bf.math.normalizers.ztrans.NormalizerZTrans attribute) (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid.ClusterCentroid attribute) C_EVENT_ADAPTED (mlpro.bf.ml.basics.Model attribute) C_EVENT_BOUNDARIES (mlpro.bf.math.basics.Dimension attribute) C_EVENT_CLS (mlpro.bf.ml.basics.Model attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) C_EVENT_CLUSTER_ADDED (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute) C_EVENT_CLUSTER_REMOVED (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute) C_EVENT_COMM_ERROR (mlpro.bf.systems.basics.SAGateway attribute), [1] C_EVENT_FINISHED (mlpro.bf.mt.Task attribute) C_EVENT_VALUE_CHANGED (mlpro.bf.ml.basics.HyperParam attribute) C_FIG_FACECOLOR (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) C_FILENAME (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG attribute) C_FNAME_AGENT_ACTIONS (mlpro.rl.models_train.RLTrainingResults attribute) C_FNAME_COAL_PAYOFFS (mlpro.gt.native.basics.GTTrainingResults attribute) C_FNAME_COAL_STRATEGIES (mlpro.gt.native.basics.GTTrainingResults attribute) C_FNAME_ENV_REWARDS (mlpro.rl.models_train.RLTrainingResults attribute) C_FNAME_ENV_STATES (mlpro.rl.models_train.RLTrainingResults attribute) C_FNAME_EVAL (mlpro.rl.models_train.RLTrainingResults attribute) C_FONT_FAMILY (mlpro.bf.ui.sciui.framework.SciUIFrameParam attribute) (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG attribute) C_FONT_SIZE (mlpro.bf.ui.sciui.framework.SciUIFrameParam attribute) (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG attribute) C_FUNC_PAYOFF_MATRIX (mlpro.gt.native.basics.GTFunction attribute) C_FUNC_TRANSFER_FCTS (mlpro.gt.native.basics.GTFunction attribute) C_FUNCTION_TYPE (mlpro.gt.native.basics.GTFunction attribute) C_ID (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) C_INFINITY (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] (mlpro.rl.pool.envs.gridworld.GridWorld attribute) (mlpro.rl.pool.envs.robotinhtm.RobotHTM attribute) C_INST_MSG (mlpro.bf.various.Log attribute) C_LAP_LIMIT (mlpro.bf.various.Timer attribute) C_LATENCY (mlpro.bf.systems.basics.System attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.gt.native.basics.GTGame attribute) (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] (mlpro.rl.pool.envs.gridworld.GridWorld attribute) (mlpro.rl.pool.envs.robotinhtm.RobotHTM attribute) C_LOG_ALL (mlpro.bf.various.Log attribute) C_LOG_E (mlpro.bf.various.Log attribute) C_LOG_LEVELS (mlpro.bf.various.Log attribute) C_LOG_NOTHING (mlpro.bf.various.Log attribute) C_LOG_SEPARATOR (mlpro.bf.ml.basics.Training attribute) C_LOG_TYPE_E (mlpro.bf.various.Log attribute) C_LOG_TYPE_I (mlpro.bf.various.Log attribute) C_LOG_TYPE_S (mlpro.bf.various.Log attribute) C_LOG_TYPE_W (mlpro.bf.various.Log attribute) C_LOG_TYPES (mlpro.bf.various.Log attribute) C_LOG_WE (mlpro.bf.various.Log attribute) C_MODE_EVAL (mlpro.bf.ml.basics.Training attribute) C_MODE_INITIAL (mlpro.bf.ops.Mode attribute) C_MODE_REAL (mlpro.bf.ops.Mode attribute) (mlpro.bf.various.Timer attribute) C_MODE_SIM (mlpro.bf.ops.Mode attribute) C_MODE_TRAIN (mlpro.bf.ml.basics.Training attribute) C_MODE_VIRTUAL (mlpro.bf.various.Timer attribute) C_MSG_TYPE_DATA (mlpro.bf.mt.Shared attribute) C_MSG_TYPE_TERM (mlpro.bf.mt.Shared attribute) C_NAME (mlpro.bf.ml.basics.AdaptiveFunction attribute) (mlpro.bf.ml.basics.HyperParamTuner attribute) (mlpro.bf.ml.basics.Model attribute) (mlpro.bf.ml.basics.Scenario attribute) (mlpro.bf.ml.basics.Training attribute) (mlpro.bf.mt.Workflow attribute) (mlpro.bf.ops.ScenarioBase attribute) (mlpro.bf.physics.basics.TransferFunction attribute), [1] (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] (mlpro.bf.plot.backends.basics.PlotBackend attribute) (mlpro.bf.plot.backends.qtagg.PlotBackendqtagg attribute) (mlpro.bf.plot.backends.tkagg.PlotBackendTkAgg attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) (mlpro.bf.streams.tasks.deriver.Deriver attribute) (mlpro.bf.streams.tasks.rearranger.Rearranger attribute) (mlpro.bf.streams.tasks.windows.basics.Window attribute) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer attribute) (mlpro.bf.systems.basics.DemoScenario attribute) (mlpro.bf.systems.basics.SystemShared attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS4 attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS7 attribute) (mlpro.bf.ui.sciui.framework.SciUIComponent attribute) (mlpro.bf.ui.sciui.framework.SciUIFrame attribute) (mlpro.bf.ui.sciui.framework.SciUIFrameParam attribute) (mlpro.bf.ui.sciui.framework.SciUIScenario attribute) (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG attribute) (mlpro.bf.ui.sciui.framework.SciUIWindow attribute) (mlpro.bf.ui.sciui.main.SciUI attribute) (mlpro.bf.various.Log attribute) (mlpro.bf.various.PersonalisedStamp attribute), [1] (mlpro.gt.dynamicgames.basics.GTTraining attribute) (mlpro.gt.dynamicgames.basics.GTTrainingResults attribute) (mlpro.gt.native.basics.GTCoalition attribute) (mlpro.gt.native.basics.GTCompetition attribute) (mlpro.gt.native.basics.GTGame attribute) (mlpro.gt.native.basics.GTPlayer attribute) (mlpro.gt.native.basics.GTSolver attribute) (mlpro.gt.native.basics.GTTraining attribute) (mlpro.gt.native.basics.GTTrainingResults attribute) (mlpro.gt.pool.boards.bglp.BGLP_GT attribute) (mlpro.gt.pool.native.games.prisonersdilemma_2p.PrisonersDilemma2PGame attribute) (mlpro.gt.pool.native.games.prisonersdilemma_3p.PrisonersDilemma3PGame attribute) (mlpro.gt.pool.native.games.rockpaperscissors.RockPaperScissors attribute) (mlpro.gt.pool.native.games.routingproblems_3p.Routing_3P attribute) (mlpro.gt.pool.native.games.supplydemand_3p.SupplyDemand_3P attribute) (mlpro.gt.pool.native.solvers.greedypolicy.MaxGreedyPolicy attribute) (mlpro.gt.pool.native.solvers.greedypolicy.MinGreedyPolicy attribute) (mlpro.gt.pool.native.solvers.randomsolver.RandomSolver attribute) (mlpro.gt.pool.policies.sbpg.SbPG attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.normalizers.minmax.NormalizerMinMax attribute) (mlpro.oa.streams.tasks.normalizers.ztrans.NormalizerZTransform attribute) (mlpro.rl.models_agents.Agent attribute) (mlpro.rl.models_agents.MultiAgent attribute) (mlpro.rl.models_agents.Policy attribute) (mlpro.rl.models_agents.RLScenarioMBInt attribute) (mlpro.rl.models_env_ada.EnvModel attribute) (mlpro.rl.models_train.RLScenario attribute), [1] (mlpro.rl.models_train.RLTraining attribute) (mlpro.rl.models_train.RLTrainingResults attribute) (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner attribute) (mlpro.rl.pool.envs.doublependulum.DoublePendulumOA4 attribute) (mlpro.rl.pool.envs.doublependulum.DoublePendulumOA7 attribute) (mlpro.rl.pool.envs.doublependulum.DoublePendulumS4 attribute) (mlpro.rl.pool.envs.doublependulum.DoublePendulumS7 attribute) (mlpro.rl.pool.envs.gridworld.GridWorld attribute) (mlpro.rl.pool.envs.robotinhtm.RobotHTM attribute) (mlpro.rl.pool.policies.dummy.MyDummyPolicy attribute) (mlpro.rl.pool.policies.randomgenerator.RandomGenerator attribute) (mlpro.sl.basics.SLAdaptiveFunction attribute) C_NUM_DIMENSIONS (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) C_NUM_INSTANCES (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) C_NUMERIC_BASE_SETS (mlpro.bf.math.basics.Set attribute) C_PERSISTENCE_VERSION (mlpro.bf.various.Persistent attribute), [1] C_PLAYER_FOLLOWER (mlpro.gt.dynamicgames.stackelberg.GTPlayer_SG attribute) C_PLAYER_LEADER (mlpro.gt.dynamicgames.stackelberg.GTPlayer_SG attribute) C_PLOT_ACTIVE (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) (mlpro.bf.plot.basics.Plottable attribute), [1] (mlpro.bf.streams.basics.StreamScenario attribute) (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.bf.streams.basics.StreamWorkflow attribute) (mlpro.bf.systems.basics.System attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.oa.streams.basics.OAStreamHelper attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector attribute) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster attribute) (mlpro.rl.pool.envs.doublependulum.DoublePendulumOA7 attribute) C_PLOT_ALPHA (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) C_PLOT_CH_OFFSET (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly attribute) C_PLOT_CH_SIZE (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point.PointAnomaly attribute) C_PLOT_COLOR (mlpro.bf.math.geometry.crosshair.Crosshair attribute) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) C_PLOT_CONFIG_PATH (mlpro.bf.plot.basics.Plottable attribute) C_PLOT_DEFAULT_VIEW (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) (mlpro.bf.plot.basics.Plottable attribute), [1] (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster attribute) C_PLOT_DEPTH_ALL (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_PLOT_DEPTH_ENV (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_PLOT_DEPTH_REWARD (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_PLOT_DETAIL_LEVEL (mlpro.bf.plot.basics.Plottable attribute), [1] C_PLOT_FILL (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) C_PLOT_LINEWIDTH (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) C_PLOT_MARKER (mlpro.bf.math.geometry.point.Point attribute) C_PLOT_ND_XLABEL (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) C_PLOT_ND_XLABEL_TIME (mlpro.bf.streams.basics.StreamTask attribute) C_PLOT_ND_YLABEL (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) C_PLOT_STANDALONE (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) (mlpro.bf.plot.basics.Plottable attribute), [1] (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.bf.streams.tasks.deriver.Deriver attribute) (mlpro.bf.streams.tasks.rearranger.Rearranger attribute) (mlpro.bf.streams.tasks.windows.basics.Window attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector attribute) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster attribute) C_PLOT_TYPE_CY (mlpro.bf.plot.dataplotting.DataPlotting attribute), [1] C_PLOT_TYPE_EP (mlpro.bf.plot.dataplotting.DataPlotting attribute), [1] C_PLOT_TYPE_EP_M (mlpro.bf.plot.dataplotting.DataPlotting attribute), [1] C_PLOT_TYPE_EP_S (mlpro.bf.plot.dataplotting.DataPlotting attribute) C_PLOT_VALID_VIEWS (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) (mlpro.bf.plot.basics.Plottable attribute), [1] (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster attribute) C_PROPERTIES (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.body.ClusterBody attribute) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid.ClusterCentroid attribute) C_RANGE_NONE (mlpro.bf.mt.Range attribute), [1] C_RANGE_PROCESS (mlpro.bf.mt.Range attribute), [1] C_RANGE_THREAD (mlpro.bf.mt.Range attribute), [1] C_RELEASED (mlpro.bf.ui.sciui.framework.SciUIScenario attribute) C_RESULT_SCOPE_ALL (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute), [1] C_RESULT_SCOPE_MAX (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute), [1] C_RESULT_SCOPE_NONZERO (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute), [1] C_REWARD_TYPE (mlpro.gt.dynamicgames.basics.GameBoard attribute) (mlpro.rl.models_env.EnvBase attribute) (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) (mlpro.rl.pool.envs.gridworld.GridWorld attribute) (mlpro.rl.pool.envs.robotinhtm.RobotHTM attribute) C_RST_BALANCING_001 (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_RST_BALANCING_002 (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_RST_SWINGING_001 (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_RST_SWINGING_OUTER_POLE_001 (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_SCIREF_ABSTRACT (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) (mlpro.bf.various.ScientificObject attribute)

C_SCIREF_ACCESSED (mlpro.bf.math.normalizers.ztrans.NormalizerZTrans attribute) C_SCIREF_ADDRESS (mlpro.bf.various.ScientificObject attribute) C_SCIREF_AUTHOR (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_BOOKTITLE (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_CHAPTER (mlpro.bf.various.ScientificObject attribute) C_SCIREF_CITY (mlpro.bf.various.ScientificObject attribute) C_SCIREF_CONFERENCE (mlpro.bf.various.ScientificObject attribute) C_SCIREF_COUNTRY (mlpro.bf.various.ScientificObject attribute) C_SCIREF_DAY (mlpro.bf.various.ScientificObject attribute) C_SCIREF_DOI (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_EDITOR (mlpro.bf.various.ScientificObject attribute) C_SCIREF_HOWPUBLISHED (mlpro.bf.various.ScientificObject attribute) C_SCIREF_INSTITUTION (mlpro.bf.various.ScientificObject attribute) C_SCIREF_ISBN (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_ISSN (mlpro.bf.various.ScientificObject attribute) C_SCIREF_JOURNAL (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_KEYWORDS (mlpro.bf.various.ScientificObject attribute) C_SCIREF_MONTH (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_NOTES (mlpro.bf.various.ScientificObject attribute) C_SCIREF_NUMBER (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_NUMPAGES (mlpro.bf.various.ScientificObject attribute) C_SCIREF_PAGES (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_PUBLISHER (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_SERIES (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TITLE (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE (mlpro.bf.math.normalizers.ztrans.NormalizerZTrans attribute) (mlpro.bf.ml.basics.Model attribute) (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.bf.various.ScientificObject attribute) (mlpro.gt.native.basics.GTSolver attribute) C_SCIREF_TYPE_ARTICLE (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_BOOK (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_BOOKLET (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_INBOOK (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_INPROCEEDINGS (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_NONE (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_ONLINE (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_PROCEEDINGS (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_TECHREPORT (mlpro.bf.various.ScientificObject attribute) C_SCIREF_TYPE_UNPUBLISHED (mlpro.bf.various.ScientificObject attribute) C_SCIREF_URL (mlpro.bf.math.normalizers.ztrans.NormalizerZTrans attribute) (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_VERSION (mlpro.bf.various.ScientificObject attribute) C_SCIREF_VOLUME (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SCIREF_YEAR (mlpro.bf.streams.samplers.min_wise.SamplerMinWise attribute) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir attribute) (mlpro.bf.various.ScientificObject attribute) C_SUFFIX (mlpro.bf.various.Persistent attribute), [1] C_SUFFIXES (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG attribute) C_THRSH_GOAL (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_TRF_FUNC_APPROX (mlpro.bf.physics.basics.TransferFunction attribute), [1] C_TRF_FUNC_CUSTOM (mlpro.bf.physics.basics.TransferFunction attribute), [1] C_TRF_FUNC_LINEAR (mlpro.bf.physics.basics.TransferFunction attribute), [1] C_TYPE (mlpro.bf.events.EventManager attribute) (mlpro.bf.math.basics.Dimension attribute) (mlpro.bf.ml.basics.AdaptiveFunction attribute) (mlpro.bf.ml.basics.AWorkflow attribute) (mlpro.bf.ml.basics.HyperParamTuner attribute) (mlpro.bf.ml.basics.Model attribute) (mlpro.bf.ml.basics.Scenario attribute) (mlpro.bf.ml.basics.Training attribute) (mlpro.bf.ml.basics.TrainingResults attribute) (mlpro.bf.mt.Task attribute) (mlpro.bf.mt.Workflow attribute) (mlpro.bf.ops.ScenarioBase attribute) (mlpro.bf.physics.basics.TransferFunction attribute), [1] (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] (mlpro.bf.streams.basics.Instance attribute) (mlpro.bf.streams.basics.MultiStream attribute) (mlpro.bf.streams.basics.Sampler attribute) (mlpro.bf.streams.basics.Stream attribute) (mlpro.bf.streams.basics.StreamProvider attribute) (mlpro.bf.streams.basics.StreamScenario attribute) (mlpro.bf.streams.basics.StreamTask attribute) (mlpro.bf.streams.basics.StreamWorkflow attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.systems.basics.Actuator attribute) (mlpro.bf.systems.basics.FctBroken attribute) (mlpro.bf.systems.basics.FctSTrans attribute) (mlpro.bf.systems.basics.FctSuccess attribute) (mlpro.bf.systems.basics.MultiSystem attribute) (mlpro.bf.systems.basics.SAGateway attribute) (mlpro.bf.systems.basics.Sensor attribute) (mlpro.bf.systems.basics.System attribute) (mlpro.bf.ui.sciui.framework.SciUIComponent attribute) (mlpro.bf.ui.sciui.framework.SciUIFrame attribute) (mlpro.bf.ui.sciui.framework.SciUIFrameParam attribute) (mlpro.bf.ui.sciui.framework.SciUIScenario attribute) (mlpro.bf.ui.sciui.framework.SciUISubplot2D attribute) (mlpro.bf.ui.sciui.framework.SciUISubplot3D attribute) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot attribute) (mlpro.bf.ui.sciui.framework.SciUITabCTRL attribute) (mlpro.bf.ui.sciui.framework.SciUIWindow attribute) (mlpro.bf.ui.sciui.main.SciUI attribute) (mlpro.bf.various.Log attribute) (mlpro.gt.dynamicgames.basics.Game attribute) (mlpro.gt.dynamicgames.basics.GameBoard attribute) (mlpro.gt.dynamicgames.basics.MultiPlayer attribute) (mlpro.gt.dynamicgames.basics.Player attribute) (mlpro.gt.dynamicgames.potential.PGameBoard attribute) (mlpro.gt.dynamicgames.stackelberg.GTMultiPlayer_SG attribute) (mlpro.gt.dynamicgames.stackelberg.GTPlayer_SG attribute) (mlpro.gt.native.basics.GTCoalition attribute) (mlpro.gt.native.basics.GTCompetition attribute) (mlpro.gt.native.basics.GTFunction attribute) (mlpro.gt.native.basics.GTGame attribute) (mlpro.gt.native.basics.GTPayoffMatrix attribute) (mlpro.gt.native.basics.GTPlayer attribute) (mlpro.gt.native.basics.GTSolver attribute) (mlpro.gt.native.basics.GTStrategy attribute) (mlpro.gt.native.basics.GTTraining attribute) (mlpro.oa.streams.basics.OAStreamScenario attribute) (mlpro.oa.streams.basics.OAStreamTask attribute) (mlpro.oa.streams.basics.OAStreamWorkflow attribute) (mlpro.oa.streams.helpers.change_observer.ChangeObserver attribute) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector attribute) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics.AnomalyDetector attribute) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.basics.AnomalyDetectorIB attribute) (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.detectors_point_group.AnomalyDetectorIBPG attribute) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector attribute) (mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics.DriftDetector attribute) (mlpro.oa.streams.tasks.changedetectors.driftdetectors.instancebased.basics.DriftDetectorIB attribute) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer attribute) (mlpro.rl.models_agents.ActionPlanner attribute) (mlpro.rl.models_agents.Agent attribute) (mlpro.rl.models_agents.MultiAgent attribute) (mlpro.rl.models_agents.Policy attribute) (mlpro.rl.models_env.EnvBase attribute) (mlpro.rl.models_env.Environment attribute) (mlpro.rl.models_env.FctReward attribute) (mlpro.rl.models_env_ada.AFctReward attribute) (mlpro.rl.models_env_ada.EnvModel attribute) (mlpro.rl.models_train.RLScenario attribute), [1] (mlpro.rl.pool.actionplanner.mpc.MPC attribute) (mlpro.sl.basics.SLAdaptiveFunction attribute) (mlpro.sl.fnn.FNN attribute) (mlpro.sl.fnn.MLP attribute) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP attribute) C_TYPE_EVERY_ACTION (mlpro.rl.models_env.Reward attribute) C_TYPE_EVERY_AGENT (mlpro.rl.models_env.Reward attribute) C_TYPE_OVERALL (mlpro.rl.models_env.Reward attribute) C_UNIT_CONV_CURRENT (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_FORCE (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_LENGTH (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_MASS (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_POWER (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_PRESSURE (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_TEMPERATURE (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_UNIT_CONV_TIME (mlpro.bf.physics.unitconverter.UnitConverter attribute), [1] C_VALID_ANGLES (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot attribute) C_VALID_DEPTH (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_VALID_MODES (mlpro.bf.ops.Mode attribute), [1] C_VALID_RANGES (mlpro.bf.mt.Range attribute), [1] C_VALID_RST_BALANCING (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_VALID_RST_SWINGING (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_VALID_RST_SWINGING_OUTER_POLE (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot attribute) C_VALID_TYPES (mlpro.rl.models_env.Reward attribute) C_VALID_VIEWS (mlpro.bf.plot.basics.PlotSettings attribute) C_VAR0 (mlpro.bf.data.datastoring.DataStoring attribute) (mlpro.gt.native.basics.GTDataStoring attribute) (mlpro.rl.models_train.RLDataStoring attribute) (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_CYCLE (mlpro.gt.native.basics.GTDataStoring attribute) (mlpro.rl.models_train.RLDataStoring attribute) C_VAR_DAY (mlpro.gt.native.basics.GTDataStoring attribute) (mlpro.rl.models_train.RLDataStoring attribute) C_VAR_MICROSEC (mlpro.gt.native.basics.GTDataStoring attribute) (mlpro.rl.models_train.RLDataStoring attribute) C_VAR_NUM_ADAPT (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_NUM_BROKEN (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_NUM_CYCLES (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_NUM_LIMIT (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_NUM_SUCCESS (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_SCORE (mlpro.bf.ml.basics.HyperParamTuner attribute) (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_SCORE_MA (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_SCORE_MA_UNTIL_STAG (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_SCORE_UNTIL_STAG (mlpro.rl.models_train.RLDataStoringEval attribute) C_VAR_SEC (mlpro.gt.native.basics.GTDataStoring attribute) (mlpro.rl.models_train.RLDataStoring attribute) C_VAR_TRIAL (mlpro.bf.ml.basics.HyperParamTuner attribute) C_VERSION (mlpro.bf.streams.streams.clouds.StreamMLProClouds attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C1000Static attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds2D4C5000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C10000Dynamic attribute) (mlpro.bf.streams.streams.clouds.StreamMLProClouds3D8C2000Static attribute) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV attribute) (mlpro.bf.streams.streams.doublespiral2d.DoubleSpiral2D attribute) (mlpro.bf.streams.streams.point_outliers.StreamMLProPOutliers attribute) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D attribute) (mlpro.bf.ui.sciui.framework.SciUIScenario attribute) (mlpro.bf.ui.sciui.main.SciUI attribute) C_VIEW_2D (mlpro.bf.plot.basics.PlotSettings attribute) C_VIEW_3D (mlpro.bf.plot.basics.PlotSettings attribute) C_VIEW_ND (mlpro.bf.plot.basics.PlotSettings attribute) C_VISIBLE (mlpro.bf.ui.sciui.framework.SciUIScenario attribute) calc_margin() (mlpro.rl.pool.envs.bglp.BGLP method) calc_mass() (mlpro.rl.pool.envs.bglp.Belt method) (mlpro.rl.pool.envs.bglp.VacuumPump method) calc_mass_flows() (mlpro.rl.pool.envs.bglp.BGLP method) calc_power() (mlpro.rl.pool.envs.bglp.Belt method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.bglp.VacuumPump method) calc_reward() (mlpro.rl.pool.envs.bglp.BGLP method) calc_state() (mlpro.rl.pool.envs.bglp.BGLP method) calculate_metrics() (mlpro.sl.basics.SLAdaptiveFunction method) call_mapping() (mlpro.gt.native.basics.GTPayoffMatrix method) cb_mbutton_pressed() (mlpro.bf.ui.sciui.framework.SciUISubplot2D method) cb_mbutton_released() (mlpro.bf.ui.sciui.framework.SciUISubplot2D method) cb_mouse_moved() (mlpro.bf.ui.sciui.framework.SciUISubplot2D method) cb_popup_menu() (mlpro.bf.ui.sciui.framework.SciUIFrame method) cb_save_plot() (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) centroid (mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid.ClusterCentroid attribute) Change (class in mlpro.oa.streams.tasks.changedetectors.basics) change (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] ChangeDetector (class in mlpro.oa.streams.tasks.changedetectors.basics) ChangeObserver (class in mlpro.oa.streams.helpers.change_observer) check_collision() (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) checkin() (mlpro.bf.mt.Shared method) checkout() (mlpro.bf.mt.Shared method) clear() (mlpro.bf.data.buffers.Buffer method) clear_action_path() (mlpro.rl.models_agents.ActionPlanner method) clear_buffer() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.ml.basics.Model method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.rl.pool.policies.dummy.MyDummyPolicy method) clear_results() (mlpro.bf.mt.Shared method) close() (mlpro.bf.ml.basics.TrainingResults method) (mlpro.rl.models_train.RLTrainingResults method) Cluster (class in mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics) ClusterAnalyzer (class in mlpro.oa.streams.tasks.clusteranalyzers.basics) ClusterBody (class in mlpro.oa.streams.tasks.clusteranalyzers.clusters.body) ClusterCentroid (class in mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid) clusters (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer property) collect_substates() (mlpro.rl.pool.envs.bglp.BGLP method) color (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.math.geometry.point.Point attribute) (mlpro.bf.plot.basics.Plottable attribute) (mlpro.bf.plot.basics.Plottable property) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster property) compress() (mlpro.bf.data.datastoring.DataStoring method) compute_action() (mlpro.gt.dynamicgames.stackelberg.GTMultiPlayer_SG method) (mlpro.gt.dynamicgames.stackelberg.GTPlayer_SG method) (mlpro.gt.pool.policies.sbpg.SbPG method) (mlpro.rl.models_agents.ActionPlanner method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_agents.Policy method) (mlpro.rl.pool.policies.dummy.MyDummyPolicy method) (mlpro.rl.pool.policies.randomgenerator.RandomGenerator method) compute_action_br() (mlpro.gt.pool.policies.sbpg.SbPG method) compute_action_gb() (mlpro.gt.pool.policies.sbpg.SbPG method) compute_broken() (mlpro.bf.systems.basics.FctBroken method) (mlpro.bf.systems.basics.MultiSystem method) (mlpro.bf.systems.basics.System method) compute_potential() (mlpro.gt.dynamicgames.potential.PGameBoard method) compute_reward() (mlpro.rl.models_env.EnvBase method) (mlpro.rl.models_env.FctReward method) compute_reward_001() (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) compute_reward_002() (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) compute_reward_003() (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) compute_reward_004() (mlpro.rl.pool.envs.doublependulum.DoublePendulumRoot method) compute_strategy() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.gt.native.basics.GTSolver method) compute_success() (mlpro.bf.systems.basics.FctSuccess method) (mlpro.bf.systems.basics.MultiSystem method) (mlpro.bf.systems.basics.System method) con_act_to_res (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] ConfigFile (class in mlpro.bf.data.cfg_file) connect_data_logger() (mlpro.gt.native.basics.GTGame method) (mlpro.rl.models_train.RLScenario method) connect_event() (mlpro.bf.ui.sciui.framework.SciUICursor method) ContextualAnomaly (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.contextual) copy() (mlpro.bf.math.basics.Dimension method) (mlpro.bf.math.basics.Element method) (mlpro.bf.math.basics.Set method) (mlpro.bf.plot.basics.PlotSettings method) (mlpro.bf.streams.basics.Instance method) (mlpro.bf.systems.basics.State method) create_boundaries() (mlpro.bf.math.statistics.boundaries.BoundaryProvider static method) create_subplot() (mlpro.bf.ui.sciui.framework.SciUISubplot2D method) (mlpro.bf.ui.sciui.framework.SciUISubplot3D method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) Crosshair (class in mlpro.bf.math.geometry.crosshair) cur_action (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] cur_mass_transport (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] cur_power (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] cur_speed (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] cycle_limit (mlpro.rl.pool.envs.bglp.BGLP attribute)

D

DataObject (class in mlpro.bf.math.basics) DataPlotting (class in mlpro.bf.plot.dataplotting) DataStoring (class in mlpro.bf.data.datastoring) deactivate() (mlpro.rl.pool.envs.bglp.Belt method) (mlpro.rl.pool.envs.bglp.VacuumPump method) demand (mlpro.rl.pool.envs.bglp.BGLP attribute) demand_t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] DemoScenario (class in mlpro.bf.systems.basics) denormalize() (mlpro.bf.math.normalizers.basics.Normalizer method) DerivativeFunction (class in mlpro.bf.streams.tasks.deriver) Deriver (class in mlpro.bf.streams.tasks.deriver) detail_level (mlpro.bf.plot.basics.PlotSettings attribute) determine_frame_size() (mlpro.bf.ui.sciui.framework.SciUIFrame method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) Dimension (class in mlpro.bf.math.basics)

distance() (mlpro.bf.math.basics.ESpace method) (mlpro.bf.math.basics.MSpace method) DoublePendulumOA4 (class in mlpro.rl.pool.envs.doublependulum) DoublePendulumOA7 (class in mlpro.rl.pool.envs.doublependulum) DoublePendulumRoot (class in mlpro.rl.pool.envs.doublependulum) DoublePendulumS4 (class in mlpro.rl.pool.envs.doublependulum) DoublePendulumS7 (class in mlpro.rl.pool.envs.doublependulum) DoublePendulumSystemRoot (class in mlpro.bf.systems.pool.doublependulum) DoublePendulumSystemS4 (class in mlpro.bf.systems.pool.doublependulum) DoublePendulumSystemS7 (class in mlpro.bf.systems.pool.doublependulum) DoubleSpiral2D (class in mlpro.bf.streams.streams.doublespiral2d) Drift (class in mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.basics) DriftDetector (class in mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics) DriftDetectorIB (class in mlpro.oa.streams.tasks.changedetectors.driftdetectors.instancebased.basics) DriftIB (class in mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.instancebased.basics) DynamicTrajectoryPlanner (class in mlpro.rl.pool.envs.collisionavoidance_2D)

E

Element (class in mlpro.bf.math.basics) ElementList (class in mlpro.bf.math.basics) enter() (mlpro.bf.ui.sciui.framework.SciUITooltip method) EnvBase (class in mlpro.rl.models_env) Environment (class in mlpro.rl.models_env) EnvModel (class in mlpro.rl.models_env_ada) Error ESpace (class in mlpro.bf.math.basics)

Event (class in mlpro.bf.events) EVENT (mlpro.bf.ml.basics.AdaptationType attribute) (mlpro.oa.streams.basics.OAStreamAdaptationType attribute) event_forwarder() (mlpro.bf.mt.Workflow method) event_id (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change property) EventManager (class in mlpro.bf.events) execute() (mlpro.rl.pool.actionplanner.mpc.MPC method) exploration (mlpro.gt.pool.policies.sbpg.SbPG attribute)

F

FctBroken (class in mlpro.bf.systems.basics) FctReward (class in mlpro.rl.models_env) FctSTrans (class in mlpro.bf.systems.basics) FctSuccess (class in mlpro.bf.systems.basics) Feature (class in mlpro.bf.streams.basics) Figure (class in mlpro.bf.plot.basics) figure_atexit() (mlpro.bf.plot.backends.basics.PlotBackend method) figure_force_foreground() (mlpro.bf.plot.backends.basics.PlotBackend method) figure_get_geometry() (mlpro.bf.plot.backends.basics.PlotBackend method) figure_get_title() (mlpro.bf.plot.backends.basics.PlotBackend method)

figure_set_geometry() (mlpro.bf.plot.backends.basics.PlotBackend method) figure_set_title() (mlpro.bf.plot.backends.basics.PlotBackend method) fill (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) finish_lap() (mlpro.bf.various.Timer method) FNN (class in mlpro.sl.fnn) force_fg() (mlpro.bf.plot.basics.Plottable method) FORWARD (mlpro.bf.ml.basics.AdaptationType attribute) (mlpro.oa.streams.basics.OAStreamAdaptationType attribute) forward() (mlpro.sl.fnn.FNN method) (mlpro.sl.pool.afct.fnn.pytorch.mlp.PyTorchMLP method) Function (class in mlpro.bf.math.basics)

G

Game (class in mlpro.gt.dynamicgames.basics) GameBoard (class in mlpro.gt.dynamicgames.basics) get() (mlpro.bf.data.cfg_file.ConfigFile method) get_accuracy() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.ml.basics.Model method) (mlpro.rl.models_env_ada.EnvModel method) (mlpro.sl.basics.SLAdaptiveFunction method) get_action() (mlpro.bf.systems.basics.SystemShared method) get_action_reward() (mlpro.rl.models_env.Reward method) get_action_space() (mlpro.bf.systems.basics.System method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_agents.Policy method) get_actions() (mlpro.bf.systems.basics.SystemShared method) get_actuator() (mlpro.bf.systems.basics.SAGateway method) get_actuators() (mlpro.bf.systems.basics.SAGateway method) get_adapted() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.ml.basics.Model method) (mlpro.rl.models_env_ada.EnvModel method) get_agent() (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_train.RLScenario method) get_agent_ids() (mlpro.bf.systems.basics.Action method) get_agent_reward() (mlpro.rl.models_env.Reward method) get_agents() (mlpro.rl.models_agents.MultiAgent method) get_all() (mlpro.bf.data.buffers.Buffer method) (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) get_all_states() (mlpro.rl.pool.envs.gridworld.GridWorld method) get_base_set() (mlpro.bf.math.basics.Dimension method) get_bibtex() (mlpro.bf.various.ScientificObject method) get_boundaries() (mlpro.bf.math.basics.Dimension method) (mlpro.bf.math.statistics.boundaries.BoundaryProvider method) (mlpro.bf.streams.tasks.windows.ringbuffer.RingBuffer method) (mlpro.oa.streams.tasks.boundarydetectors.basic.BoundaryDetector method) get_broken() (mlpro.bf.systems.basics.State method) (mlpro.bf.systems.basics.System method) get_buffered_data() (mlpro.bf.streams.tasks.windows.basics.Window method) get_cluster_cls() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) get_cluster_influences() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) get_cluster_memberships() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) get_coalition() (mlpro.gt.native.basics.GTCompetition method) get_coalition_strategy() (mlpro.gt.native.basics.GTCoalition method) get_coalitions() (mlpro.gt.native.basics.GTCompetition method) get_coalitions_ids() (mlpro.gt.native.basics.GTCompetition method) get_current_metrics() (mlpro.sl.basics.SLAdaptiveFunction method) get_cycle_id() (mlpro.bf.ops.ScenarioBase method) get_cycle_limit() (mlpro.rl.models_env.EnvBase method) (mlpro.rl.models_env.Environment method) (mlpro.rl.models_env_ada.EnvModel method) get_data() (mlpro.bf.data.buffers.BufferElement method) (mlpro.bf.events.Event method) (mlpro.bf.math.basics.DataObject method) get_description() (mlpro.bf.math.basics.Dimension method) get_dim() (mlpro.bf.math.basics.Set method) get_dim_by_name() (mlpro.bf.math.basics.Set method) get_dim_ids() (mlpro.bf.math.basics.Element method) (mlpro.bf.math.basics.Set method) get_dims() (mlpro.bf.math.basics.Set method) get_elem() (mlpro.bf.math.basics.ElementList method) get_elem_ids() (mlpro.bf.math.basics.ElementList method) get_env() (mlpro.rl.models_train.RLScenario method) get_event_id() (mlpro.oa.streams.tasks.changedetectors.basics.Change class method) get_fct_broken() (mlpro.bf.systems.basics.System method) get_fct_strans() (mlpro.bf.systems.basics.System method) get_fct_success() (mlpro.bf.systems.basics.System method) get_feature_data() (mlpro.bf.streams.basics.Instance method) (mlpro.bf.systems.basics.State method) get_feature_space() (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) get_filename() (mlpro.bf.ui.sciui.framework.SciUISubplotSaveDLG method) (mlpro.bf.various.Persistent method) get_filename_stub() (mlpro.bf.various.Persistent method) get_functions() (mlpro.rl.models_env.EnvBase method) get_homogeneous() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_homogeneous_eef() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_hyperparam() (mlpro.bf.ml.basics.Model method) (mlpro.gt.native.basics.GTSolver method) (mlpro.gt.pool.policies.sbpg.SbPG method) get_id() (mlpro.bf.math.basics.Dimension method) (mlpro.bf.various.Id method) get_influence() (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster method) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid.ClusterCentroid method) get_initial() (mlpro.bf.systems.basics.State method) get_input_space() (mlpro.sl.basics.SLAdaptiveFunction method) get_instances() (mlpro.bf.streams.basics.StreamShared method) get_internal_counter() (mlpro.sl.pool.afct.pytorch.PyTorchBuffer method) get_joint() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_kwargs() (mlpro.bf.math.basics.Dimension method) (mlpro.bf.streams.basics.Instance method) (mlpro.bf.systems.basics.State method) get_label_data() (mlpro.bf.streams.basics.Instance method) get_label_space() (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) get_lap_id() (mlpro.bf.various.Timer method) get_lap_time() (mlpro.bf.various.Timer method) get_last_reward() (mlpro.rl.models_env.EnvBase method) get_latency() (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.bf.systems.basics.System method) (mlpro.gt.native.basics.GTGame method) (mlpro.rl.models_train.RLScenario method) get_latest() (mlpro.bf.data.buffers.Buffer method) (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) get_log_level() (mlpro.bf.various.Log method) get_logging_data() (mlpro.sl.basics.SLAdaptiveFunction method) get_logging_set() (mlpro.sl.basics.SLAdaptiveFunction method) get_mean() (mlpro.bf.streams.tasks.windows.basics.Window method) get_membership() (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster method) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.body.ClusterBody method) get_meta_data() (mlpro.bf.math.basics.DataObject method) get_metric_space() (mlpro.sl.basics.SLAdaptiveFunction method) get_metrics() (mlpro.sl.basics.SLAdaptiveFunction method) get_mode() (mlpro.bf.ops.Mode method) get_model() (mlpro.bf.ml.basics.Scenario method) (mlpro.sl.basics.SLAdaptiveFunction method) get_name() (mlpro.bf.streams.basics.Stream method) (mlpro.bf.ui.sciui.framework.SciUIComponent method) (mlpro.bf.various.Log method) (mlpro.bf.various.PersonalisedStamp method)

get_name_latex() (mlpro.bf.math.basics.Dimension method) get_name_long() (mlpro.bf.math.basics.Dimension method) get_name_short() (mlpro.bf.math.basics.Dimension method) get_num_dim() (mlpro.bf.math.basics.Set method) get_num_instances() (mlpro.bf.streams.basics.Sampler method) (mlpro.bf.streams.basics.Stream method) get_num_joint() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_observation_space() (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_agents.Policy method) get_orientation() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_output_space() (mlpro.sl.basics.SLAdaptiveFunction method) get_overall_reward() (mlpro.rl.models_env.Reward method) get_payoff() (mlpro.gt.native.basics.GTPayoffMatrix method) get_player() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) get_player_ids() (mlpro.gt.native.basics.GTStrategy method) get_players() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) get_players_ids() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) get_plot_color() (mlpro.bf.plot.basics.Plottable method) get_plot_detail_level() (mlpro.bf.plot.basics.Plottable method) get_plot_settings() (mlpro.bf.plot.basics.Plottable method) get_plots() (mlpro.bf.plot.dataplotting.DataPlotting method) get_predecessors() (mlpro.bf.mt.Task method) get_raising_object() (mlpro.bf.events.Event method) get_range() (mlpro.bf.mt.Range method) get_related_set() (mlpro.bf.math.basics.Element method) get_result() (mlpro.bf.mt.Shared method) get_results() (mlpro.bf.ml.basics.Training method) (mlpro.bf.mt.Shared method) get_reward_type() (mlpro.rl.models_env.EnvBase method) get_sample() (mlpro.bf.data.buffers.Buffer method) get_scenario() (mlpro.bf.ml.basics.Training method) get_score_metric() (mlpro.sl.basics.SLAdaptiveFunction method) get_sensor() (mlpro.bf.systems.basics.SAGateway method) get_sensor_value() (mlpro.bf.systems.basics.SAGateway method) get_sensors() (mlpro.bf.systems.basics.SAGateway method) get_so() (mlpro.bf.mt.Async method) (mlpro.bf.systems.basics.System method) get_solver() (mlpro.gt.native.basics.GTPlayer method) get_sorted_values() (mlpro.bf.systems.basics.Action method) get_space() (mlpro.gt.native.basics.GTDataStoring method) (mlpro.rl.models_train.RLDataStoring method) (mlpro.rl.models_train.RLDataStoringEval method) get_state() (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.basics.SystemShared method) get_state_space() (mlpro.bf.systems.basics.System method) get_states() (mlpro.bf.systems.basics.MultiSystem method) (mlpro.bf.systems.basics.SystemShared method) get_status() (mlpro.rl.pool.envs.bglp.BGLP method) get_std_deviation() (mlpro.bf.streams.tasks.windows.basics.Window method) get_strategy_space() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.gt.native.basics.GTSolver method) get_stream() (mlpro.bf.streams.basics.StreamProvider method) (mlpro.bf.streams.basics.StreamScenario method) get_stream_list() (mlpro.bf.streams.basics.StreamProvider method) get_subsystem() (mlpro.bf.systems.basics.MultiSystem method) get_subsystem_ids() (mlpro.bf.systems.basics.MultiSystem method) get_subsystems() (mlpro.bf.systems.basics.MultiSystem method) get_success() (mlpro.bf.systems.basics.State method) (mlpro.bf.systems.basics.System method) get_symmetrical() (mlpro.bf.math.basics.Dimension method) get_tasks() (mlpro.bf.mt.Workflow method) get_terminal() (mlpro.bf.systems.basics.State method) get_tid() (mlpro.bf.mt.Task method) get_time() (mlpro.bf.various.Timer method) get_timeout() (mlpro.bf.systems.basics.State method) get_training_path() (mlpro.bf.ml.basics.Training method) get_transformation_matrix() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) get_tstamp() (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.basics.StreamShared method) (mlpro.bf.various.TStamp method) get_type() (mlpro.bf.physics.basics.TransferFunction method) (mlpro.rl.models_env.Reward method) get_unit() (mlpro.bf.math.basics.Dimension method) get_unit_latex() (mlpro.bf.math.basics.Dimension method) get_units() (mlpro.bf.physics.basics.TransferFunction method) get_url() (mlpro.bf.streams.basics.Stream method) get_value() (mlpro.bf.math.basics.Element method) (mlpro.bf.ml.basics.HyperParamDispatcher method) get_values() (mlpro.bf.data.datastoring.DataStoring method) (mlpro.bf.math.basics.Element method) (mlpro.bf.ml.basics.HyperParamDispatcher method) get_variables() (mlpro.gt.native.basics.GTDataStoring method) (mlpro.rl.models_train.RLDataStoring method) (mlpro.rl.models_train.RLDataStoringEval method) get_variance() (mlpro.bf.streams.tasks.windows.basics.Window method) get_version() (mlpro.bf.streams.basics.Stream method) get_visualization() (mlpro.bf.plot.basics.Plottable method) get_weight() (mlpro.bf.systems.basics.ActionElement method) get_workflow() (mlpro.bf.streams.basics.StreamScenario method) GridWorld (class in mlpro.rl.pool.envs.gridworld) GroupAnomaly (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group) GTCoalition (class in mlpro.gt.native.basics) GTCompetition (class in mlpro.gt.native.basics) GTDataStoring (class in mlpro.gt.native.basics) GTFunction (class in mlpro.gt.native.basics) GTGame (class in mlpro.gt.native.basics) GTMultiPlayer_SG (class in mlpro.gt.dynamicgames.stackelberg) GTPayoffMatrix (class in mlpro.gt.native.basics) GTPlayer (class in mlpro.gt.native.basics) GTPlayer_SG (class in mlpro.gt.dynamicgames.stackelberg) GTSolver (class in mlpro.gt.native.basics) GTStrategy (class in mlpro.gt.native.basics) GTTraining (class in mlpro.gt.dynamicgames.basics) (class in mlpro.gt.native.basics) GTTrainingResults (class in mlpro.gt.dynamicgames.basics) (class in mlpro.gt.native.basics)

H

height (mlpro.bf.plot.backends.basics.WindowGeometry attribute) hidetip() (mlpro.bf.ui.sciui.framework.SciUITooltip method) Hopper (class in mlpro.rl.pool.envs.bglp) hops (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] Hypercuboid (class in mlpro.bf.math.geometry.hypercuboid)

HyperParam (class in mlpro.bf.ml.basics) HyperParamDispatcher (class in mlpro.bf.ml.basics) HyperParamSpace (class in mlpro.bf.ml.basics) HyperParamTuner (class in mlpro.bf.ml.basics) HyperParamTuple (class in mlpro.bf.ml.basics)

I

Id (class in mlpro.bf.various) id (mlpro.bf.streams.basics.Instance property) (mlpro.bf.various.Id attribute) (mlpro.bf.various.Id property) idx_a (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] idx_b (mlpro.rl.pool.envs.bglp.Belt attribute), [1] idx_h (mlpro.rl.pool.envs.bglp.Hopper attribute), [1] idx_r (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] idx_s (mlpro.rl.pool.envs.bglp.Silo attribute), [1] idx_v (mlpro.rl.pool.envs.bglp.VacuumPump attribute), [1] ImplementationError init_component() (mlpro.bf.ui.sciui.framework.SciUIComponent method) (mlpro.bf.ui.sciui.framework.SciUIFrame method) (mlpro.bf.ui.sciui.framework.SciUIFrameParam method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) (mlpro.bf.ui.sciui.framework.SciUITabCTRL method) init_plot() (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.mt.Task method) (mlpro.bf.mt.Workflow method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.bf.systems.basics.System method) (mlpro.oa.streams.basics.OAStreamWorkflow method) (mlpro.oa.streams.helpers.change_observer.ChangeObserver method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_train.RLScenario method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method)

init_popup_menu() (mlpro.bf.ui.sciui.framework.SciUIFrame method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) input_preproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) Instance (class in mlpro.bf.streams.basics) interpolate_maps() (mlpro.gt.pool.policies.sbpg.SbPG method) is_full() (mlpro.bf.data.buffers.Buffer method) is_last_registered() (mlpro.bf.plot.basics.PlotSettings method) is_numeric() (mlpro.bf.math.basics.Set method) is_rewarded() (mlpro.rl.models_env.Reward method) is_zerosum() (mlpro.gt.native.basics.GTGame method)

K

KWArgs (class in mlpro.bf.various)

kwargs (mlpro.bf.various.KWArgs property)

L

Label (class in mlpro.bf.streams.basics) leave() (mlpro.bf.ui.sciui.framework.SciUITooltip method) levels_init (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] linewidth (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) list_to_chunks() (mlpro.bf.data.datastoring.DataStoring method) load() (mlpro.bf.ml.basics.HyperParamTuner class method) (mlpro.bf.ml.basics.TrainingResults class method) (mlpro.bf.various.Persistent class method)

load_data() (mlpro.bf.data.datastoring.DataStoring method) lock() (mlpro.bf.mt.Shared method) Log (class in mlpro.bf.various) log() (mlpro.bf.various.Log method) log_results() (mlpro.bf.ml.basics.TrainingResults method) LOWER (mlpro.bf.math.statistics.boundaries.BoundarySide attribute) lr_demand (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] lr_margin (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] lr_power (mlpro.rl.pool.envs.bglp.BGLP attribute), [1]

M

m_param (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] map() (mlpro.bf.math.basics.Function method) map_inverse() (mlpro.bf.math.basics.Function method) map_nxt_action (mlpro.gt.pool.policies.sbpg.SbPG attribute) margin_t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] marker (mlpro.bf.math.geometry.point.Point attribute) mass_coeff (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] MaxGreedyPolicy (class in mlpro.gt.pool.native.solvers.greedypolicy) MaxGreedyPolicy_SD3P_P1 (class in mlpro.gt.pool.native.games.supplydemand_3p) MaxGreedyPolicy_SD3P_P2 (class in mlpro.gt.pool.native.games.supplydemand_3p) maximize() (mlpro.bf.ml.basics.HyperParamTuner method) mean (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly property) mean_deviation (mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group.GroupAnomaly property) memorize() (mlpro.bf.data.datastoring.DataStoring method) memorize_row() (mlpro.gt.native.basics.GTDataStoring method) (mlpro.rl.models_train.RLDataStoring method) (mlpro.rl.models_train.RLDataStoringEval method) min() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.MinSegmentTree method) MinGreedyPolicy (class in mlpro.gt.pool.native.solvers.greedypolicy) MinGreedyPolicy_Routing3P (class in mlpro.gt.pool.native.games.routingproblems_3p) MinSegmentTree (class in mlpro.rl.pool.sarsbuffer.PrioritizedBuffer) MLP (class in mlpro.sl.fnn) mlpro.bf.data.buffers module mlpro.bf.data.cfg_file module mlpro.bf.data.datastoring module mlpro.bf.events module mlpro.bf.exceptions module mlpro.bf.math.basics module mlpro.bf.math.geometry.basics module mlpro.bf.math.geometry.crosshair module mlpro.bf.math.geometry.hypercuboid module mlpro.bf.math.geometry.point module mlpro.bf.math.normalizers.basics module mlpro.bf.math.normalizers.minmax module mlpro.bf.math.normalizers.ztrans module mlpro.bf.math.statistics.boundaries module mlpro.bf.ml.basics module mlpro.bf.ml.systems module mlpro.bf.mt module mlpro.bf.ops module mlpro.bf.physics.basics module mlpro.bf.physics.unitconverter module mlpro.bf.plot.backends.basics module mlpro.bf.plot.backends.qtagg module mlpro.bf.plot.backends.tkagg module mlpro.bf.plot.basics module mlpro.bf.plot.dataplotting module mlpro.bf.streams.basics module mlpro.bf.streams.samplers.min_wise module mlpro.bf.streams.samplers.random module mlpro.bf.streams.samplers.reservoir_sampling module mlpro.bf.streams.samplers.weighted_random module mlpro.bf.streams.streams.clouds module, [1] mlpro.bf.streams.streams.csv_file module, [1] mlpro.bf.streams.streams.doublespiral2d module, [1] mlpro.bf.streams.streams.point_outliers module, [1] mlpro.bf.streams.streams.rnd10d module, [1] mlpro.bf.streams.tasks.deriver module mlpro.bf.streams.tasks.rearranger module mlpro.bf.streams.tasks.windows.basics module mlpro.bf.streams.tasks.windows.ringbuffer module mlpro.bf.systems.basics module mlpro.bf.systems.pool.doublependulum module mlpro.bf.ui.sciui.framework module mlpro.bf.ui.sciui.main module mlpro.bf.various module mlpro.gt.dynamicgames.basics module mlpro.gt.dynamicgames.potential module mlpro.gt.dynamicgames.stackelberg module mlpro.gt.native.basics module mlpro.gt.pool.boards.bglp module mlpro.gt.pool.native.games.prisonersdilemma_2p module mlpro.gt.pool.native.games.prisonersdilemma_3p module mlpro.gt.pool.native.games.rockpaperscissors module mlpro.gt.pool.native.games.routingproblems_3p module mlpro.gt.pool.native.games.supplydemand_3p module mlpro.gt.pool.native.solvers.greedypolicy module mlpro.gt.pool.native.solvers.randomsolver module mlpro.gt.pool.policies.sbpg module, [1] mlpro.oa.streams.basics module mlpro.oa.streams.helpers.change_observer module mlpro.oa.streams.tasks.boundarydetectors.basic module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.basics module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.basics module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.contextual module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.basics module mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.detectors_point_group module mlpro.oa.streams.tasks.changedetectors.basics module mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics module

mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.basics module mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.instancebased.basics module mlpro.oa.streams.tasks.changedetectors.driftdetectors.instancebased.basics module mlpro.oa.streams.tasks.clusteranalyzers.basics module mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics module mlpro.oa.streams.tasks.clusteranalyzers.clusters.body module mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid module mlpro.oa.streams.tasks.normalizers.minmax module mlpro.oa.streams.tasks.normalizers.ztrans module mlpro.rl.models_agents module mlpro.rl.models_env module mlpro.rl.models_env_ada module mlpro.rl.models_train module mlpro.rl.pool.actionplanner.mpc module, [1] mlpro.rl.pool.envs.bglp module, [1] mlpro.rl.pool.envs.collisionavoidance_2D module, [1] mlpro.rl.pool.envs.doublependulum module, [1] mlpro.rl.pool.envs.gridworld module, [1] mlpro.rl.pool.envs.robotinhtm module, [1] mlpro.rl.pool.policies.dummy module mlpro.rl.pool.policies.randomgenerator module, [1] mlpro.rl.pool.sarsbuffer.PrioritizedBuffer module mlpro.rl.pool.sarsbuffer.RandomSARSBuffer module mlpro.sl.basics module mlpro.sl.fnn module mlpro.sl.pool.afct.fnn.pytorch.mlp module mlpro.sl.pool.afct.pytorch module Mode (class in mlpro.bf.ops) Model (class in mlpro.bf.ml.basics) module mlpro.bf.data.buffers mlpro.bf.data.cfg_file mlpro.bf.data.datastoring mlpro.bf.events mlpro.bf.exceptions mlpro.bf.math.basics mlpro.bf.math.geometry.basics mlpro.bf.math.geometry.crosshair mlpro.bf.math.geometry.hypercuboid mlpro.bf.math.geometry.point mlpro.bf.math.normalizers.basics mlpro.bf.math.normalizers.minmax mlpro.bf.math.normalizers.ztrans mlpro.bf.math.statistics.boundaries mlpro.bf.ml.basics mlpro.bf.ml.systems mlpro.bf.mt mlpro.bf.ops mlpro.bf.physics.basics mlpro.bf.physics.unitconverter mlpro.bf.plot.backends.basics mlpro.bf.plot.backends.qtagg mlpro.bf.plot.backends.tkagg mlpro.bf.plot.basics mlpro.bf.plot.dataplotting mlpro.bf.streams.basics mlpro.bf.streams.samplers.min_wise mlpro.bf.streams.samplers.random mlpro.bf.streams.samplers.reservoir_sampling mlpro.bf.streams.samplers.weighted_random mlpro.bf.streams.streams.clouds, [1] mlpro.bf.streams.streams.csv_file, [1] mlpro.bf.streams.streams.doublespiral2d, [1] mlpro.bf.streams.streams.point_outliers, [1] mlpro.bf.streams.streams.rnd10d, [1] mlpro.bf.streams.tasks.deriver mlpro.bf.streams.tasks.rearranger mlpro.bf.streams.tasks.windows.basics mlpro.bf.streams.tasks.windows.ringbuffer mlpro.bf.systems.basics mlpro.bf.systems.pool.doublependulum mlpro.bf.ui.sciui.framework mlpro.bf.ui.sciui.main mlpro.bf.various mlpro.gt.dynamicgames.basics mlpro.gt.dynamicgames.potential mlpro.gt.dynamicgames.stackelberg mlpro.gt.native.basics mlpro.gt.pool.boards.bglp mlpro.gt.pool.native.games.prisonersdilemma_2p mlpro.gt.pool.native.games.prisonersdilemma_3p mlpro.gt.pool.native.games.rockpaperscissors mlpro.gt.pool.native.games.routingproblems_3p mlpro.gt.pool.native.games.supplydemand_3p mlpro.gt.pool.native.solvers.greedypolicy mlpro.gt.pool.native.solvers.randomsolver mlpro.gt.pool.policies.sbpg, [1] mlpro.oa.streams.basics mlpro.oa.streams.helpers.change_observer mlpro.oa.streams.tasks.boundarydetectors.basic mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.basics mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.basics mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.contextual mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.group mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point mlpro.oa.streams.tasks.changedetectors.anomalydetectors.basics mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.basics mlpro.oa.streams.tasks.changedetectors.anomalydetectors.instancebased.detectors_point_group mlpro.oa.streams.tasks.changedetectors.basics mlpro.oa.streams.tasks.changedetectors.driftdetectors.basics mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.basics mlpro.oa.streams.tasks.changedetectors.driftdetectors.drifts.instancebased.basics mlpro.oa.streams.tasks.changedetectors.driftdetectors.instancebased.basics mlpro.oa.streams.tasks.clusteranalyzers.basics mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics mlpro.oa.streams.tasks.clusteranalyzers.clusters.body mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid mlpro.oa.streams.tasks.normalizers.minmax mlpro.oa.streams.tasks.normalizers.ztrans mlpro.rl.models_agents mlpro.rl.models_env mlpro.rl.models_env_ada mlpro.rl.models_train mlpro.rl.pool.actionplanner.mpc, [1] mlpro.rl.pool.envs.bglp, [1] mlpro.rl.pool.envs.collisionavoidance_2D, [1] mlpro.rl.pool.envs.doublependulum, [1] mlpro.rl.pool.envs.gridworld, [1] mlpro.rl.pool.envs.robotinhtm, [1] mlpro.rl.pool.policies.dummy mlpro.rl.pool.policies.randomgenerator, [1] mlpro.rl.pool.sarsbuffer.PrioritizedBuffer mlpro.rl.pool.sarsbuffer.RandomSARSBuffer mlpro.sl.basics mlpro.sl.fnn mlpro.sl.pool.afct.fnn.pytorch.mlp mlpro.sl.pool.afct.pytorch moving_mean() (mlpro.bf.plot.dataplotting.DataPlotting method) MPC (class in mlpro.rl.pool.actionplanner.mpc) MSpace (class in mlpro.bf.math.basics) MultiAgent (class in mlpro.rl.models_agents) MultiPlayer (class in mlpro.gt.dynamicgames.basics) MultiStream (class in mlpro.bf.streams.basics) MultiSystem (class in mlpro.bf.systems.basics) MyDummyPolicy (class in mlpro.rl.pool.policies.dummy)

N

name (mlpro.rl.pool.envs.bglp.Belt attribute), [1] (mlpro.rl.pool.envs.bglp.Hopper attribute), [1] (mlpro.rl.pool.envs.bglp.Silo attribute), [1] (mlpro.rl.pool.envs.bglp.VacuumPump attribute), [1] new_cluster_allowed() (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) NONE (mlpro.bf.ml.basics.AdaptationType attribute) (mlpro.oa.streams.basics.OAStreamAdaptationType attribute)

normalize() (mlpro.bf.math.normalizers.basics.Normalizer method) Normalizer (class in mlpro.bf.math.normalizers.basics) NormalizerMinMax (class in mlpro.bf.math.normalizers.minmax) (class in mlpro.oa.streams.tasks.normalizers.minmax) NormalizerZTrans (class in mlpro.bf.math.normalizers.ztrans) NormalizerZTransform (class in mlpro.oa.streams.tasks.normalizers.ztrans)

O

OAStreamAdaptation (class in mlpro.oa.streams.basics) OAStreamAdaptationType (class in mlpro.oa.streams.basics) OAStreamHelper (class in mlpro.oa.streams.basics) OAStreamScenario (class in mlpro.oa.streams.basics) OAStreamShared (class in mlpro.oa.streams.basics) OAStreamTask (class in mlpro.oa.streams.basics) OAStreamWorkflow (class in mlpro.oa.streams.basics) omit_instance() (mlpro.bf.streams.basics.Sampler method)

onbuttonpressed() (mlpro.bf.ui.sciui.framework.SciUICursor method) onbuttonreleased() (mlpro.bf.ui.sciui.framework.SciUICursor method) onmove() (mlpro.bf.ui.sciui.framework.SciUICursor method) operate() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SegmentTree method) operation (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SegmentTree attribute) output_postproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) output_preproc() (mlpro.sl.pool.afct.pytorch.PyTorchHelperFunctions method) overflow (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] overflow_t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1]

P

ParamError PayoffFunction_PD2P (class in mlpro.gt.pool.native.games.prisonersdilemma_2p) PayoffFunction_PD3P (class in mlpro.gt.pool.native.games.prisonersdilemma_3p) PayoffFunction_Routing3P (class in mlpro.gt.pool.native.games.routingproblems_3p) PayoffFunction_RSP (class in mlpro.gt.pool.native.games.rockpaperscissors) PayoffFunction_SD3P (class in mlpro.gt.pool.native.games.supplydemand_3p) PayoffMatrix_Routing3P (class in mlpro.gt.pool.native.games.routingproblems_3p) PayoffMatrix_SD3P (class in mlpro.gt.pool.native.games.supplydemand_3p) performance_map (mlpro.gt.pool.policies.sbpg.SbPG attribute) Persistent (class in mlpro.bf.various) PersonalisedStamp (class in mlpro.bf.various) PGameBoard (class in mlpro.gt.dynamicgames.potential) Player (class in mlpro.gt.dynamicgames.basics) plot() (mlpro.bf.physics.basics.TransferFunction method) plot_detail_level (mlpro.bf.plot.basics.Plottable attribute) (mlpro.bf.plot.basics.Plottable property) PlotBackend (class in mlpro.bf.plot.backends.basics) PlotBackendQtAgg (class in mlpro.bf.plot.backends.qtagg) PlotBackendqtagg (class in mlpro.bf.plot.backends.qtagg) PlotBackendTkAgg (class in mlpro.bf.plot.backends.tkagg) plots_type_cy() (mlpro.bf.plot.dataplotting.DataPlotting method) plots_type_ep() (mlpro.bf.plot.dataplotting.DataPlotting method) plots_type_ep_mean() (mlpro.bf.plot.dataplotting.DataPlotting method)

plots_type_ep_sum() (mlpro.bf.plot.dataplotting.DataPlotting method) PlotSettings (class in mlpro.bf.plot.basics) Plottable (class in mlpro.bf.plot.basics) Point (class in mlpro.bf.math.geometry.point) PointAnomaly (class in mlpro.oa.streams.tasks.changedetectors.anomalydetectors.anomalies.instancebased.point) Policy (class in mlpro.rl.models_agents) power (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] power_coeff (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] power_max (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] power_min (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] power_t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] PrioritizedBuffer (class in mlpro.rl.pool.sarsbuffer.PrioritizedBuffer) PrioritizedBufferElement (class in mlpro.rl.pool.sarsbuffer.PrioritizedBuffer) PrisonersDilemma2PGame (class in mlpro.gt.pool.native.games.prisonersdilemma_2p) PrisonersDilemma3PGame (class in mlpro.gt.pool.native.games.prisonersdilemma_3p) process_action() (mlpro.bf.systems.basics.System method) prod_reached (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] prod_scenario (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] prod_target (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] PyTorchBuffer (class in mlpro.sl.pool.afct.pytorch) PyTorchHelperFunctions (class in mlpro.sl.pool.afct.pytorch) PyTorchIOElement (class in mlpro.sl.pool.afct.pytorch) PyTorchMLP (class in mlpro.sl.pool.afct.fnn.pytorch.mlp)

R

RandomGenerator (class in mlpro.rl.pool.policies.randomgenerator) RandomSARSBuffer (class in mlpro.rl.pool.sarsbuffer.RandomSARSBuffer) RandomSolver (class in mlpro.gt.pool.native.solvers.randomsolver) Range (class in mlpro.bf.mt) Rearranger (class in mlpro.bf.streams.tasks.rearranger) refresh() (mlpro.bf.ui.sciui.framework.SciUIComponent method) (mlpro.bf.ui.sciui.framework.SciUIFrame method) (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) (mlpro.bf.ui.sciui.framework.SciUITabCTRL method) refresh_custom() (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) refresh_plot() (mlpro.bf.plot.basics.Plottable method) reg_a (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] reg_b (mlpro.rl.pool.envs.bglp.Belt attribute), [1] reg_h (mlpro.rl.pool.envs.bglp.Hopper attribute), [1] reg_r (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] reg_s (mlpro.rl.pool.envs.bglp.Silo attribute), [1] reg_v (mlpro.rl.pool.envs.bglp.VacuumPump attribute), [1] register() (mlpro.bf.plot.basics.PlotSettings method) register_event_handler() (mlpro.bf.events.EventManager method) register_scenario() (mlpro.bf.ui.sciui.main.SciUI method) register_system() (mlpro.bf.systems.basics.SystemShared method) remove_event_handler() (mlpro.bf.events.EventManager method) remove_plot() (mlpro.bf.mt.Workflow method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.oa.streams.basics.OAStreamWorkflow method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) RENORM (mlpro.oa.streams.basics.OAStreamAdaptationType attribute) Renormalizable (class in mlpro.bf.math.normalizers.basics) renormalize() (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) (mlpro.bf.math.geometry.point.Point method) (mlpro.bf.math.normalizers.basics.Normalizer method) (mlpro.bf.math.normalizers.basics.Renormalizable method) renormalize_on_event() (mlpro.oa.streams.basics.OAStreamTask method) rescale() (mlpro.bf.math.basics.Scaler method) Reservoir (class in mlpro.rl.pool.envs.bglp) reset() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.Sampler method) (mlpro.bf.streams.basics.StreamShared method) (mlpro.bf.streams.samplers.min_wise.SamplerMinWise method) (mlpro.bf.streams.samplers.random.SamplerRND method) (mlpro.bf.streams.samplers.reservoir_sampling.SamplerReservoir method) (mlpro.bf.streams.samplers.weighted_random.SamplerWeightedRND method) (mlpro.bf.systems.basics.SAGateway method) (mlpro.bf.systems.basics.System method) (mlpro.bf.systems.basics.SystemShared method) (mlpro.bf.various.Timer method)

reset_actuators() (mlpro.rl.pool.envs.bglp.BGLP method) reset_levels() (mlpro.rl.pool.envs.bglp.BGLP method) ress (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] retrieve() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SumSegmentTree method) REVERSE (mlpro.oa.streams.basics.OAStreamAdaptationType attribute) Reward (class in mlpro.rl.models_env) reward (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] RingBuffer (class in mlpro.bf.streams.tasks.windows.ringbuffer) RLDataStoring (class in mlpro.rl.models_train) RLDataStoringEval (class in mlpro.rl.models_train) RLScenario (class in mlpro.rl.models_train) RLScenarioMBInt (class in mlpro.rl.models_agents) RLTraining (class in mlpro.rl.models_train) RLTrainingResults (class in mlpro.rl.models_train) RobotArm3D (class in mlpro.rl.pool.envs.robotinhtm) RobotHTM (class in mlpro.rl.pool.envs.robotinhtm) RockPaperScissors (class in mlpro.gt.pool.native.games.rockpaperscissors) Routing_3P (class in mlpro.gt.pool.native.games.routingproblems_3p) run() (mlpro.bf.ml.basics.Training method) (mlpro.bf.mt.Task method) (mlpro.bf.mt.Workflow method) (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) run_cycle() (mlpro.bf.ml.basics.Training method) (mlpro.bf.ops.ScenarioBase method) run_loop() (mlpro.bf.mt.Task method) run_on_event() (mlpro.bf.mt.Task method)

S

SAGateway (class in mlpro.bf.systems.basics) Sampler (class in mlpro.bf.streams.basics) SamplerMinWise (class in mlpro.bf.streams.samplers.min_wise) SamplerReservoir (class in mlpro.bf.streams.samplers.reservoir_sampling) SamplerRND (class in mlpro.bf.streams.samplers.random) SamplerWeightedRND (class in mlpro.bf.streams.samplers.weighted_random) sampling() (mlpro.sl.pool.afct.pytorch.PyTorchBuffer method) SARSBuffer (class in mlpro.rl.models_env_ada) SARSElement (class in mlpro.rl.models_env_ada) save() (mlpro.bf.ml.basics.HyperParamTuner method) (mlpro.bf.ml.basics.TrainingResults method) (mlpro.bf.various.Persistent method) (mlpro.gt.native.basics.GTTrainingResults method) (mlpro.rl.models_train.RLTrainingResults method) save_data() (mlpro.bf.data.datastoring.DataStoring method) save_plots() (mlpro.bf.plot.dataplotting.DataPlotting method) SbPG (class in mlpro.gt.pool.policies.sbpg) scale() (mlpro.bf.math.basics.Scaler method) Scaler (class in mlpro.bf.math.basics) Scenario (class in mlpro.bf.ml.basics) ScenarioBase (class in mlpro.bf.ops) schedule() (mlpro.bf.ui.sciui.framework.SciUITooltip method) ScientificObject (class in mlpro.bf.various) SciUI (class in mlpro.bf.ui.sciui.main) SciUIComponent (class in mlpro.bf.ui.sciui.framework) SciUICursor (class in mlpro.bf.ui.sciui.framework) SciUIFrame (class in mlpro.bf.ui.sciui.framework) SciUIFrameParam (class in mlpro.bf.ui.sciui.framework) SciUIRoot (class in mlpro.bf.ui.sciui.framework) SciUIScenario (class in mlpro.bf.ui.sciui.framework) SciUISharedDB (class in mlpro.bf.ui.sciui.framework) SciUISubplot2D (class in mlpro.bf.ui.sciui.framework) SciUISubplot3D (class in mlpro.bf.ui.sciui.framework) SciUISubplotRoot (class in mlpro.bf.ui.sciui.framework) SciUISubplotSaveDLG (class in mlpro.bf.ui.sciui.framework) SciUITabCTRL (class in mlpro.bf.ui.sciui.framework) SciUITooltip (class in mlpro.bf.ui.sciui.framework) SciUIWindow (class in mlpro.bf.ui.sciui.framework) SegmentTree (class in mlpro.rl.pool.sarsbuffer.PrioritizedBuffer) Sensor (class in mlpro.bf.systems.basics) Set (class in mlpro.bf.math.basics) set() (mlpro.bf.data.cfg_file.ConfigFile method) (mlpro.bf.math.geometry.hypercuboid.Hypercuboid method) set_actions() (mlpro.rl.pool.envs.bglp.BGLP method) set_actuator_value() (mlpro.bf.systems.basics.SAGateway method) set_boundaries() (mlpro.bf.math.basics.Dimension method) set_broken() (mlpro.bf.systems.basics.State method) set_change() (mlpro.rl.pool.envs.bglp.Reservoir method) set_cycle_limit() (mlpro.bf.ops.ScenarioBase method) set_event_status() (mlpro.bf.ui.sciui.framework.SciUICursor method) set_feature_data() (mlpro.bf.streams.basics.Instance method) (mlpro.bf.systems.basics.State method) set_filename() (mlpro.bf.various.Persistent method) set_flush_events() (mlpro.bf.ui.sciui.framework.SciUISubplotRoot method) set_id() (mlpro.bf.streams.basics.Instance method) (mlpro.bf.various.Id method) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.centroid.ClusterCentroid method) set_initial() (mlpro.bf.systems.basics.State method) set_instances() (mlpro.bf.streams.basics.StreamShared method) set_label_data() (mlpro.bf.streams.basics.Instance method) set_latency() (mlpro.bf.systems.basics.System method) set_log_level() (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) set_mode() (mlpro.bf.ops.Mode method) (mlpro.bf.ops.ScenarioBase method) set_name() (mlpro.bf.various.Log method) (mlpro.bf.various.PersonalisedStamp method) set_num_instances() (mlpro.bf.streams.basics.Sampler method) set_options() (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.streams.csv_file.StreamMLProCSV method) set_overall_reward() (mlpro.rl.models_env.Reward method) set_plot_color() (mlpro.bf.plot.basics.Plottable method) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster method) set_plot_settings() (mlpro.bf.plot.basics.Plottable method) set_plot_step_rate() (mlpro.bf.plot.basics.Plottable method) set_predecessors() (mlpro.bf.mt.Task method) set_random_seed() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.ml.basics.Model method) (mlpro.bf.streams.basics.MultiStream method) (mlpro.bf.streams.basics.Stream method) (mlpro.bf.streams.streams.rnd10d.StreamMLProRnd10D method) (mlpro.bf.systems.basics.System method) (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.gt.native.basics.GTSolver method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method)

set_related_set() (mlpro.bf.math.basics.Element method) set_success() (mlpro.bf.systems.basics.State method) set_terminal() (mlpro.bf.systems.basics.State method) set_theta() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM method) set_timeout() (mlpro.bf.systems.basics.State method) set_tstamp() (mlpro.bf.various.TStamp method) set_value() (mlpro.bf.math.basics.Element method) (mlpro.bf.ml.basics.HyperParamDispatcher method) (mlpro.bf.ml.basics.HyperParamTuple method) set_values() (mlpro.bf.math.basics.Element method) (mlpro.bf.ml.basics.HyperParamDispatcher method) set_volume_changes() (mlpro.rl.pool.envs.bglp.BGLP method) set_weight() (mlpro.bf.systems.basics.ActionElement method) setup() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.ops.ScenarioBase method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.oa.streams.basics.OAStreamScenario method) (mlpro.rl.models_agents.ActionPlanner method) setup_ext() (mlpro.rl.models_agents.RLScenarioMBInt method) setup_sampler() (mlpro.bf.streams.basics.Stream method) setup_spaces() (mlpro.bf.systems.basics.System static method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemRoot method) (mlpro.bf.systems.pool.doublependulum.DoublePendulumSystemS7 method) (mlpro.rl.models_env.Environment static method) (mlpro.rl.models_env_ada.EnvModel static method) (mlpro.rl.pool.envs.bglp.BGLP static method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner static method) (mlpro.rl.pool.envs.gridworld.GridWorld static method) (mlpro.rl.pool.envs.robotinhtm.RobotHTM static method) Shared (class in mlpro.bf.mt) showtip() (mlpro.bf.ui.sciui.framework.SciUITooltip method) Silo (class in mlpro.rl.pool.envs.bglp) sils (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] simulate_reaction() (mlpro.bf.systems.basics.FctSTrans method) (mlpro.bf.systems.basics.MultiSystem method) (mlpro.bf.systems.basics.System method) SLAdaptiveFunction (class in mlpro.sl.basics) spawn() (mlpro.bf.math.basics.Set method) speed (mlpro.rl.pool.envs.bglp.Belt attribute), [1] start() (mlpro.bf.ui.sciui.framework.SciUIWindow method) (mlpro.bf.ui.sciui.main.SciUI method) start_global_refresh() (mlpro.bf.ui.sciui.framework.SciUISharedDB method) start_t() (mlpro.rl.pool.envs.bglp.Belt method) (mlpro.rl.pool.envs.bglp.VacuumPump method) State (class in mlpro.bf.systems.basics) state (mlpro.bf.plot.backends.basics.WindowGeometry attribute) state_from_mujoco() (mlpro.bf.systems.basics.System method) status (mlpro.oa.streams.tasks.changedetectors.basics.Change attribute) (mlpro.oa.streams.tasks.changedetectors.basics.Change property) (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] Stream (class in mlpro.bf.streams.basics) StreamMLProClouds (class in mlpro.bf.streams.streams.clouds) StreamMLProClouds2D4C1000Static (class in mlpro.bf.streams.streams.clouds) StreamMLProClouds2D4C5000Dynamic (class in mlpro.bf.streams.streams.clouds) StreamMLProClouds3D8C10000Dynamic (class in mlpro.bf.streams.streams.clouds) StreamMLProClouds3D8C2000Static (class in mlpro.bf.streams.streams.clouds) StreamMLProCSV (class in mlpro.bf.streams.streams.csv_file) StreamMLProPOutliers (class in mlpro.bf.streams.streams.point_outliers) StreamMLProRnd10D (class in mlpro.bf.streams.streams.rnd10d) StreamProvider (class in mlpro.bf.streams.basics) StreamScenario (class in mlpro.bf.streams.basics) StreamShared (class in mlpro.bf.streams.basics) StreamTask (class in mlpro.bf.streams.basics) StreamWorkflow (class in mlpro.bf.streams.basics) sum() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SumSegmentTree method) SumSegmentTree (class in mlpro.rl.pool.sarsbuffer.PrioritizedBuffer) SupplyDemand_3P (class in mlpro.gt.pool.native.games.supplydemand_3p) switch_adaptivity() (mlpro.bf.ml.basics.AWorkflow method) (mlpro.bf.ml.basics.Model method) (mlpro.gt.native.basics.GTCoalition method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_env_ada.EnvModel method) switch_logging() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.mt.Workflow method) (mlpro.bf.systems.basics.System method) (mlpro.bf.various.Log method) (mlpro.gt.native.basics.GTCoalition method) (mlpro.gt.native.basics.GTCompetition method) (mlpro.gt.native.basics.GTPlayer method) (mlpro.rl.models_agents.Agent method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_env.EnvBase method) (mlpro.rl.models_train.RLScenario method) switch_solver() (mlpro.gt.native.basics.GTPlayer method) System (class in mlpro.bf.systems.basics) SystemShared (class in mlpro.bf.systems.basics)

T

t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] t_activated (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] t_end (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] t_end_max (mlpro.rl.pool.envs.bglp.VacuumPump attribute), [1] t_step (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] Task (class in mlpro.bf.mt) Timer (class in mlpro.bf.various) Training (class in mlpro.bf.ml.basics) TrainingResults (class in mlpro.bf.ml.basics) TransferFunction (class in mlpro.bf.physics.basics) TransferFunction_Routing3P (class in mlpro.gt.pool.native.games.routingproblems_3p)

TransferFunction_SD3P (class in mlpro.gt.pool.native.games.supplydemand_3p) transport (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] transport_t (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] tree (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.SegmentTree attribute) TStamp (class in mlpro.bf.various) tstamp (mlpro.bf.streams.basics.MultiStream property) (mlpro.bf.streams.basics.Stream property) (mlpro.bf.streams.basics.StreamShared property) (mlpro.bf.various.TStamp property) type_ (mlpro.rl.pool.envs.bglp.Actuator attribute), [1] (mlpro.rl.pool.envs.bglp.Hopper attribute), [1] (mlpro.rl.pool.envs.bglp.Silo attribute), [1]

U

UnitConverter (class in mlpro.bf.physics.unitconverter) unlock() (mlpro.bf.mt.Shared method) unregister() (mlpro.bf.plot.basics.PlotSettings method) unscale() (mlpro.bf.math.basics.Scaler method) unschedule() (mlpro.bf.ui.sciui.framework.SciUITooltip method) update() (mlpro.rl.pool.envs.bglp.Belt method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.bglp.Reservoir method) (mlpro.rl.pool.envs.bglp.VacuumPump method) update_actuators() (mlpro.rl.pool.envs.bglp.BGLP method) update_joint_coords() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) update_levels() (mlpro.rl.pool.envs.bglp.BGLP method) update_parameters() (mlpro.bf.math.basics.Scaler method) update_plot() (mlpro.bf.ml.basics.Scenario method) (mlpro.bf.mt.Task method) (mlpro.bf.plot.basics.Plottable method) (mlpro.bf.streams.basics.StreamScenario method) (mlpro.bf.streams.basics.StreamTask method) (mlpro.bf.streams.basics.StreamWorkflow method) (mlpro.bf.systems.basics.DemoScenario method) (mlpro.bf.systems.basics.System method) (mlpro.oa.streams.tasks.changedetectors.basics.ChangeDetector method) (mlpro.oa.streams.tasks.clusteranalyzers.basics.ClusterAnalyzer method) (mlpro.rl.models_agents.MultiAgent method) (mlpro.rl.models_train.RLScenario method) (mlpro.rl.pool.envs.bglp.BGLP method) (mlpro.rl.pool.envs.collisionavoidance_2D.DynamicTrajectoryPlanner method) (mlpro.rl.pool.envs.gridworld.GridWorld method)

update_priorities() (mlpro.rl.pool.sarsbuffer.PrioritizedBuffer.PrioritizedBuffer method) update_properties() (mlpro.oa.streams.tasks.clusteranalyzers.clusters.basics.Cluster method) (mlpro.oa.streams.tasks.clusteranalyzers.clusters.body.ClusterBody method) update_state() (mlpro.bf.systems.basics.SystemShared method) update_theta() (mlpro.rl.pool.envs.robotinhtm.RobotArm3D method) UPPER (mlpro.bf.math.statistics.boundaries.BoundarySide attribute)

V

vacs (mlpro.rl.pool.envs.bglp.BGLP attribute), [1] VacuumPump (class in mlpro.rl.pool.envs.bglp) value (mlpro.bf.math.geometry.hypercuboid.Hypercuboid property) (mlpro.bf.math.geometry.point.Point attribute) values (mlpro.bf.math.geometry.hypercuboid.Hypercuboid attribute) (mlpro.bf.systems.basics.ActionElement property)

vol_cur_abs (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] vol_cur_rel (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] vol_init_abs (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1] vol_max (mlpro.rl.pool.envs.bglp.Reservoir attribute), [1]

W

wait_async_tasks() (mlpro.bf.mt.Async method) (mlpro.bf.mt.Workflow method) width (mlpro.bf.plot.backends.basics.WindowGeometry attribute)

Window (class in mlpro.bf.streams.tasks.windows.basics) WindowGeometry (class in mlpro.bf.plot.backends.basics) Workflow (class in mlpro.bf.mt)

X

xpos (mlpro.bf.plot.backends.basics.WindowGeometry attribute)

Y

ypos (mlpro.bf.plot.backends.basics.WindowGeometry attribute)

Z

zero_sum() (mlpro.gt.native.basics.GTFunction method) (mlpro.gt.native.basics.GTPayoffMatrix method)