Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Z _ _accumulator_check_args() (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator method) _activate_projections_for_compositions() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) _add_dependency() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) _add_node_aux_components() (psyneulink.core.compositions.composition.Composition method) _add_projection_from_mechanism() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _add_required_node_role() (psyneulink.core.compositions.composition.Composition method) _alias_owner_name() (psyneulink.core.globals.log.Log method) _analyze_graph() (psyneulink.core.compositions.composition.Composition method) _apply_control_allocation() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _assign_execution_ids() (psyneulink.core.compositions.composition.Composition method) _assign_roles() (psyneulink.core.compositions.pathway.Pathway method) _assign_state_feature_function() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _assign_to_mdf_model() (psyneulink.core.components.functions.function.Function_Base method), [1] (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator method) _assign_variable_from_projection() (psyneulink.core.components.ports.inputport.InputPort method) _build_variable_for_input_CIM() (psyneulink.core.compositions.composition.Composition method) _calculate_torch_gru_internal_state_values() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUMechanismWrapper method) _check_args() (psyneulink.core.components.component.Component method) _check_controller_initialization_status() (psyneulink.core.compositions.composition.Composition method) _check_for_composition() (psyneulink.core.components.component.Component method) _check_for_duplicate_projections() (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.core.components.ports.parameterport.ParameterPort method) _check_for_duplicates() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism method) _check_for_existing_projections() (psyneulink.core.compositions.composition.Composition method) _check_for_projection_assignments() (psyneulink.core.compositions.composition.Composition method) _check_for_unnecessary_feedback_projections() (psyneulink.core.compositions.composition.Composition method) _check_for_unused_projections() (psyneulink.core.compositions.composition.Composition method) _complete_init_of_partially_initialized_nodes() (psyneulink.core.compositions.composition.Composition method) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition method) _compute_conditional_rt_moments() (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical static method) _construct_combined_matches_node() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_concatenate_queries_node() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_field_weight_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_input_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_match_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_pathways() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_pnl_composition() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) _construct_retrieved_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_softmax_gain_control_node() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_softmax_node() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_storage_node() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _construct_weighted_match_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _create_CIM_ports() (psyneulink.core.compositions.composition.Composition method) _create_learning_projection() (psyneulink.core.compositions.composition.Composition method) _create_learning_related_mechanisms() (psyneulink.core.compositions.composition.Composition method) _create_learning_related_projections() (psyneulink.core.compositions.composition.Composition method) _create_terminal_backprop_learning_components() (psyneulink.core.compositions.composition.Composition method) _dealias_owner_name() (psyneulink.core.globals.log.Log method) _default_external_input_shape (psyneulink.core.compositions.composition.Composition property) _deferred_init() (psyneulink.core.components.component.Component method) _delete_projection() (psyneulink.core.components.projections.projection.Projection_Base method) _dependent_components (psyneulink.core.components.component.Component property) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism property) (psyneulink.core.components.ports.port.Port_Base property) (psyneulink.core.components.projections.projection.Projection_Base property) (psyneulink.core.compositions.composition.Composition property) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism property) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition property) _determine_node_roles() (psyneulink.core.compositions.composition.Composition method) _determine_origin_and_terminal_nodes_from_consideration_queue() (psyneulink.core.compositions.composition.Composition method) _encode_memory() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) _evaluate() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _EWMA_filter() (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction method) _execute() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.mechanisms.processing.integratormechanism.IntegratorMechanism method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _execute_afferent_projections() (psyneulink.core.components.ports.port.Port_Base method) _flatten_for_pytorch() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUCompositionWrapper method) _flatten_nested_dicts() (psyneulink.core.compositions.composition.Composition method) _function() (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical method) (psyneulink.core.components.functions.function.ArgumentTherapy method), [1] (psyneulink.core.components.functions.learningfunctions.BackPropagation method) (psyneulink.core.components.functions.learningfunctions.BayesGLM method) (psyneulink.core.components.functions.learningfunctions.ContrastiveHebbian method) (psyneulink.core.components.functions.learningfunctions.Hebbian method) (psyneulink.core.components.functions.learningfunctions.Kohonen method) (psyneulink.core.components.functions.learningfunctions.Reinforcement method) (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer method) (psyneulink.core.components.functions.objectivefunctions.Distance method) (psyneulink.core.components.functions.objectivefunctions.Stability method) (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess method) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization method) (psyneulink.core.components.functions.optimizationfunctions.GridSearch method) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) (psyneulink.core.components.functions.selectionfunctions.OneHot method) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator method) (psyneulink.core.components.functions.transformfunctions.CombineMeans method) (psyneulink.core.components.functions.transformfunctions.Concatenate method) (psyneulink.core.components.functions.transformfunctions.LinearCombination method) (psyneulink.core.components.functions.transformfunctions.MatrixTransform method) (psyneulink.core.components.functions.transformfunctions.PredictionErrorDeltaFunction method) (psyneulink.core.components.functions.transformfunctions.Rearrange method) (psyneulink.core.components.functions.transformfunctions.Reduce method) _gaussian_process_sample() (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess method) _gaussian_process_satisfied() (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess method) _gen_llvm_function() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _gen_llvm_function_body() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _generate_next_value_() (psyneulink.core.globals.context.ContextFlags method) (psyneulink.core.globals.log.LogCondition method) (psyneulink.core.llvm.__init__.ExecutionMode method) _get_all_nodes() (psyneulink.core.compositions.composition.Composition method) _get_allowed_arguments() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.userdefinedfunction.UserDefinedFunction method) _get_back_prop_error_sources() (psyneulink.core.compositions.composition.Composition method) _get_by_time_scale() (psyneulink.core.scheduling.time.Time method) _get_combined_mod_val() (psyneulink.core.components.ports.port.Port_Base method) _get_context() (in module psyneulink.core.globals.context) _get_context_string() (psyneulink.core.globals.context.ContextFlags class method) _get_control_signals_for_composition() (psyneulink.core.compositions.composition.Composition method) _get_controller() (psyneulink.core.compositions.composition.Composition method) _get_destination() (psyneulink.core.compositions.composition.Composition method) _get_destination_info_for_output_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_destination_info_from_input_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_execution_mode() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) _get_external_cim_input_port() (psyneulink.core.compositions.composition.Composition method) _get_external_modulatory_projections() (psyneulink.core.compositions.composition.Composition method) _get_input_nodes_by_CIM_input_order() (psyneulink.core.compositions.composition.Composition method) _get_input_receivers() (psyneulink.core.compositions.composition.Composition method) _get_invalid_aux_components() (psyneulink.core.compositions.composition.Composition method) _get_log_condition_string() (psyneulink.core.globals.log.LogCondition class method) _get_modulated_info_from_parameter_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_modulated_param() (psyneulink.core.components.ports.port.Port_Base method) _get_monitor_for_control_nodes() (psyneulink.core.compositions.composition.Composition method) _get_nested_compositions() (psyneulink.core.compositions.composition.Composition method) _get_nested_node_CIM_port() (psyneulink.core.compositions.composition.Composition method) _get_nested_nodes() (psyneulink.core.compositions.composition.Composition method) _get_param_value_from_tuple() (psyneulink.core.components.component.Component method) _get_parse_method() (psyneulink.core.globals.parameters.ParametersBase method) _get_port_function_value() (psyneulink.core.components.ports.inputport.InputPort static method) (psyneulink.core.components.ports.outputport.OutputPort static method) (psyneulink.core.components.ports.parameterport.ParameterPort static method) (psyneulink.core.components.ports.port.Port_Base static method) _get_port_value_labels() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _get_pytorch_backprop_pathway() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) _get_pytorch_fct_param_value() (psyneulink.core.components.functions.function.Function_Base method), [1] _get_satisfied_runtime_param_values() (psyneulink.core.compositions.composition.Composition method) _get_source() (psyneulink.core.compositions.composition.Composition method) _get_source_info_from_output_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_source_node_for_input_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_source_of_modulation_for_parameter_CIM() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _get_standardized_label_dict() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _get_standardized_label_dicts() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _get_terminal_nodes() (psyneulink.core.compositions.composition.Composition method) _get_validate_method() (psyneulink.core.globals.parameters.ParametersBase method) _get_variable_from_input() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _get_variable_from_projections() (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.core.components.ports.parameterport.ParameterPort method) (psyneulink.core.components.ports.port.Port_Base method) _grid_complete() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _grid_evaluate() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _handle_allow_probes_for_control() (psyneulink.core.compositions.composition.Composition method) _handle_arg_input_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _handle_default_variable() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.learningfunctions.BayesGLM method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.processing.integratormechanism.IntegratorMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism method) _handle_input_shapes() (psyneulink.core.components.component.Component method) _identify_target_nodes() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) _increment_by_time_scale() (psyneulink.core.scheduling.time.Time method) _infer_target_nodes() (psyneulink.core.compositions.composition.Composition method) _initialize_composition_function_approximator() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _initialize_parameters() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.userdefinedfunction.UserDefinedFunction method) _instantiate_allocation_samples() (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal method) _instantiate_attributes_after_function() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _instantiate_attributes_before_function() (psyneulink.core.components.functions.objectivefunctions.Stability method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction method) (psyneulink.core.components.functions.transformfunctions.Rearrange method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _instantiate_control_projections() (psyneulink.core.compositions.composition.Composition method) _instantiate_control_signal() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) _instantiate_control_signal_type() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism method) _instantiate_control_signals() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) _instantiate_cost_functions() (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal method) _instantiate_defaults() (psyneulink.core.components.component.Component method) _instantiate_deferred_init_control() (psyneulink.core.compositions.composition.Composition method) _instantiate_function() (psyneulink.core.components.component.Component method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal method) (psyneulink.core.components.ports.port.Port_Base method) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism method) _instantiate_function_weights_and_exponents() (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism method) _instantiate_GRU_pytorch_mechanism_wrappers() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUCompositionWrapper method) _instantiate_GRU_pytorch_projection_wrappers() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUCompositionWrapper method) _instantiate_input_dict() (psyneulink.core.compositions.composition.Composition method) _instantiate_input_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism method) _instantiate_objective_mechanism() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) _instantiate_output_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.mechanisms.processing.processingmechanism.ProcessingMechanism method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism method) _instantiate_parameter_classes() (psyneulink.core.components.component.Component method) (psyneulink.library.components.projections.pathway.autoassociativeprojection.AutoAssociativeProjection method) _instantiate_parameter_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _instantiate_projection_from_port() (psyneulink.core.components.ports.port.Port_Base method) _instantiate_projections() (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.core.components.ports.parameterport.ParameterPort method) (psyneulink.core.components.ports.port.Port_Base method) _instantiate_projections_to_port() (psyneulink.core.components.ports.port.Port_Base method) _instantiate_receiver() (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection method) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection method) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection method) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection method) (psyneulink.core.components.projections.projection.Projection_Base method) _instantiate_recurrent_projection() (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _instantiate_sender() (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection method) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection method) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection method) (psyneulink.core.components.projections.projection.Projection_Base method) _is_in_composition() (psyneulink.core.compositions.composition.Composition method) _is_learning() (psyneulink.core.compositions.composition.Composition method) _is_preparing() (psyneulink.core.compositions.composition.Composition method) _learning_signal_source (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism property) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism property) _LLVMExec (psyneulink.core.llvm.__init__.ExecutionMode attribute) _log_value() (psyneulink.core.globals.log.Log method) _logistic() (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction method) _model_spec_class_name_is_generic (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) _model_spec_generic_type_name (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.compositions.composition.Composition attribute) _model_spec_parameter_blacklist (psyneulink.core.components.component.Component property) 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(psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) _validate() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator method) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction method) _validate_against_reference_value() (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.core.components.ports.parameterport.ParameterPort method) _validate_and_assign_runtime_params() (psyneulink.core.components.component.Component method) _validate_arguments() (psyneulink.core.components.component.Component method) _validate_data() (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition method) _validate_execution_inputs() (psyneulink.core.compositions.composition.Composition method) _validate_function() 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(psyneulink.core.components.functions.transformfunctions.Concatenate method) (psyneulink.core.components.functions.transformfunctions.LinearCombination method) (psyneulink.core.components.functions.transformfunctions.MatrixTransform method) (psyneulink.core.components.functions.transformfunctions.PredictionErrorDeltaFunction method) (psyneulink.core.components.functions.transformfunctions.Rearrange method) (psyneulink.core.components.functions.transformfunctions.Reduce method) (psyneulink.core.components.functions.userdefinedfunction.UserDefinedFunction method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) 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(psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction method) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) (psyneulink.library.components.projections.pathway.maskedmappingprojection.MaskedMappingProjection method) _validate_single_input() (psyneulink.core.compositions.composition.Composition method) _validate_state_features() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _validate_torch_param_and_projection() 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(psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) a_w (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) a_w_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) abs_val (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) absolute (psyneulink.core.scheduling.time.Time attribute) absolute_enabled (psyneulink.core.scheduling.time.Time attribute) absolute_interval (psyneulink.core.scheduling.time.Time attribute) absolute_time_unit_scale (psyneulink.core.scheduling.time.Time attribute) AbsoluteCondition (class in psyneulink.core.scheduling.condition) AcceleratingTimer (class in psyneulink.core.components.functions.nonstateful.timerfunctions) AccumulatorIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) activation_derivative_fct 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adjustment_cost_fct_add_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) adjustment_cost_fct_mult_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) adjustment_cost_function (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) afferents (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) AfterCall (class in psyneulink.core.scheduling.condition) AfterNCalls (class in 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attribute) allocation_samples (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) allow_probes (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.compositions.composition.Composition attribute) Always (class in psyneulink.core.scheduling.condition) And (class in psyneulink.core.scheduling.condition) Angle (class in psyneulink.core.components.functions.nonstateful.transferfunctions) Angle.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) angle_function (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) annealing_function (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) Any (class in psyneulink.core.scheduling.condition) ArgumentTherapy (class in psyneulink.core.components.functions.function), [1] ArgumentTherapy.Manner (class in psyneulink.core.components.functions.function), [1] arrangement (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) as_mdf_model() (psyneulink.core.compositions.composition.Composition method) assign_costs() (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts method) assign_ShowGraph() (psyneulink.core.compositions.composition.Composition method) AsymptoticTimer (class in psyneulink.core.components.functions.nonstateful.timerfunctions) AtNCalls (class in psyneulink.core.scheduling.condition) atol (psyneulink.core.scheduling.condition.Threshold attribute) AtPass (class in psyneulink.core.scheduling.condition) AtRun (class in psyneulink.core.scheduling.condition) AtRunNStart (class in psyneulink.core.scheduling.condition) AtRunStart (class in psyneulink.core.scheduling.condition) AtTimeStep (class in psyneulink.core.scheduling.condition) AtTrial (class in psyneulink.core.scheduling.condition) AtTrialNStart (class in psyneulink.core.scheduling.condition) AtTrialStart (class in psyneulink.core.scheduling.condition) attribute_name (psyneulink.core.globals.parameters.SharedParameter attribute) Auto (psyneulink.core.llvm.__init__.ExecutionMode attribute) AUTO_ASSIGN_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) AutoAssociativeError AutoAssociativeLearningMechanism (class in psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism) AutoAssociativeLearningMechanismError AutoAssociativeProjection (class in psyneulink.library.components.projections.pathway.autoassociativeprojection) AutodiffComposition (class in psyneulink.library.compositions.autodiffcomposition) AutodiffComposition.PytorchMechanismWrapper (class in psyneulink.library.compositions.autodiffcomposition) B b_hh_learning_rate (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) b_ih_learning_rate (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) b_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) b_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) b_w (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) b_w_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) BackPropagation (class in psyneulink.core.components.functions.learningfunctions) base_level_gain (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) base_value (psyneulink.core.components.ports.port.Port_Base attribute) BayesGLM (class in psyneulink.core.components.functions.learningfunctions) BeforeNCalls (class in psyneulink.core.scheduling.condition) BeforeNode (class in psyneulink.core.scheduling.condition) BeforeNodes (class in psyneulink.core.scheduling.condition) BeforePass (class in psyneulink.core.scheduling.condition) BeforeTimeStep (class in psyneulink.core.scheduling.condition) BeforeTrial (class in psyneulink.core.scheduling.condition) beta (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) bias (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh.Parameters attribute) BIAS (psyneulink.core.compositions.composition.NodeRole attribute) bias (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hn (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hn_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hr (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hr_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hu (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_hu_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_in (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_in_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_ir (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_ir_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_iu (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) bias_iu_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) biases (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) BinomialDistort (class in psyneulink.core.components.functions.nonstateful.transferfunctions) BinomialDistort.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) bounds (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) Buffer (class in psyneulink.core.components.functions.stateful.memoryfunctions) C C (psyneulink.library.compositions.regressioncfa.PV attribute) c_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) c_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) c_w (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) c_w_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) CC (psyneulink.library.compositions.regressioncfa.PV attribute) center (psyneulink.core.components.functions.function.RandomMatrix attribute), [1] child_time_scale (psyneulink.core.scheduling.time.TimeHistoryTree attribute) children (psyneulink.core.scheduling.time.TimeHistoryTree attribute) cims (psyneulink.core.compositions.composition.Composition attribute) clamp (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) clear() (psyneulink.core.globals.utilities.ContentAddressableList method) (psyneulink.core.globals.utilities.ReadOnlyOrderedDict method) clear_entries() (psyneulink.core.globals.log.Log method) clear_history() (psyneulink.core.globals.parameters.Parameter method) clear_log() (psyneulink.core.globals.parameters.Parameter method) clip (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) collect_afferents() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUMechanismWrapper method) combination_function (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) combine_costs (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) combine_costs_fct (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) combine_costs_fct_add_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) combine_costs_fct_mult_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) combine_costs_function (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) combined_costs (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) combined_costs_fct_add_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) combined_costs_fct_mult_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) combined_matches_node (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) CombineMeans (class in psyneulink.core.components.functions.transformfunctions) COMMAND_LINE (psyneulink.core.globals.context.ContextFlags attribute) comparator (psyneulink.core.scheduling.condition.Threshold attribute) ComparatorMechanism (class in psyneulink.library.components.mechanisms.processing.objective.comparatormechanism) ComparatorMechanismError competition (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) Component (class in psyneulink.core.components.component) component_type (psyneulink.core.globals.utilities.ContentAddressableList attribute) CompositeCondition (class in psyneulink.core.scheduling.condition) Composition (class in psyneulink.core.compositions.composition) composition (psyneulink.core.compositions.pathway.Pathway attribute) (psyneulink.core.globals.context.Context attribute) COMPOSITION (psyneulink.core.globals.context.ContextFlags attribute) composition (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) Composition._CompilationData (class in psyneulink.core.compositions.composition) CompositionFunctionApproximator (class in psyneulink.core.compositions.compositionfunctionapproximator) CompositionInterfaceMechanism (class in psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism) CompositionInterfaceMechanism.Parameters (class in psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism) compute_costs() (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal method) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal method) compute_net_outcome (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) compute_reconfiguration_cost (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) compute_terms() (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector method) Concatenate (class in psyneulink.core.components.functions.transformfunctions) concatenate_queries (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) concatenate_queries_node (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) Condition (class in psyneulink.core.scheduling.condition) condition (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) ConditionBase (class in psyneulink.core.scheduling.condition) ConditionError conditions (psyneulink.core.scheduling.condition.ConditionSet attribute) (psyneulink.core.scheduling.condition.ConditionSet property) (psyneulink.core.scheduling.scheduler.Scheduler attribute) conditions_basic (psyneulink.core.scheduling.condition.ConditionSet attribute) conditions_structural (psyneulink.core.scheduling.condition.ConditionSet attribute) ConditionSet (class in psyneulink.core.scheduling.condition) configure_learning() (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) consideration_queue (psyneulink.core.scheduling.scheduler.Scheduler attribute) consideration_queue_indices (psyneulink.core.scheduling.scheduler.Scheduler attribute) consideration_set_execution (psyneulink.core.scheduling.time.Time attribute) CONSOLE (psyneulink.core.compositions.report.ReportDevices attribute) CONSTRUCTOR (psyneulink.core.globals.context.ContextFlags attribute) constructor_argument (psyneulink.core.globals.parameters.Parameter attribute) ContentAddressableList (class in psyneulink.core.globals.utilities) ContentAddressableMemory (class in psyneulink.core.components.functions.stateful.memoryfunctions) Context (class in psyneulink.core.globals.context) ContextFlags (class in psyneulink.core.globals.context) continuous (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) ContrastiveHebbian (class in psyneulink.core.components.functions.learningfunctions) ContrastiveHebbianError ContrastiveHebbianMechanism (class in psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism) CONTROL (psyneulink.core.globals.context.ContextFlags attribute) (psyneulink.core.globals.log.LogCondition attribute) control_allocation (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) control_allocation_search_space (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) CONTROL_OBJECTIVE (psyneulink.core.compositions.composition.NodeRole attribute) control_projections (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) control_signal (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection attribute) control_signals (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) CONTROLLED (psyneulink.core.compositions.report.ReportParams attribute) controller (psyneulink.core.compositions.composition.Composition attribute) CONTROLLER (psyneulink.core.compositions.composition.NodeRole attribute) controller_condition (psyneulink.core.compositions.composition.Composition attribute) controller_mode (psyneulink.core.compositions.composition.Composition attribute) CONTROLLER_OBJECTIVE (psyneulink.core.compositions.composition.NodeRole attribute) controller_time_scale (psyneulink.core.compositions.composition.Composition attribute) ControlMechanism (class in psyneulink.core.components.mechanisms.modulatory.control.controlmechanism) ControlMechanismError ControlProjection (class in psyneulink.core.components.projections.modulatory.controlprojection) ControlProjectionError ControlSignal (class in psyneulink.core.components.ports.modulatorysignals.controlsignal) ControlSignalError convergence_criterion (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) convergence_threshold (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) convert_to_np_array() (in module psyneulink.core.globals.utilities) copy_projection_matrix_to_torch_param() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) copy_torch_param_to_projection_matrix() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) CORRELATION (psyneulink.core.globals.keywords.DistanceMetrics attribute) COSINE (psyneulink.core.globals.keywords.DistanceMetrics attribute) cost (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) COST (psyneulink.library.compositions.regressioncfa.PV attribute) cost_options (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) costs (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) covariates (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) covariates_sources (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) covariates_values (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) CROSS_ENTROPY (psyneulink.core.globals.keywords.DistanceMetrics attribute) (psyneulink.core.globals.keywords.Loss attribute) csv() (psyneulink.core.globals.log.Log method) current_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) current_execution_time (psyneulink.core.components.component.Component attribute) current_time (psyneulink.core.scheduling.time.TimeHistoryTree attribute) CustomGraphStructureCondition (class in psyneulink.core.scheduling.condition) CYCLE (psyneulink.core.compositions.composition.NodeRole attribute) (psyneulink.core.compositions.pathway.PathwayRole attribute) D d_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) d_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) data (psyneulink.core.components.ports.outputport.StandardOutputPorts attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) (psyneulink.core.globals.utilities.ContentAddressableList attribute) DDM (class in psyneulink.library.components.mechanisms.processing.integrator.ddm) DDMError decay (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) DeceleratingTimer (class in psyneulink.core.components.functions.nonstateful.timerfunctions) default_absolute_time_unit (psyneulink.core.scheduling.scheduler.Scheduler attribute) default_allocation (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) default_execution_id (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.scheduling.scheduler.Scheduler attribute) default_external_input_values (psyneulink.core.compositions.composition.Composition property) default_external_input_variables (psyneulink.core.compositions.composition.Composition property) default_external_inputs (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) default_input (psyneulink.core.components.ports.inputport.InputPort attribute) DEFAULT_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) DEFAULT_MODE (psyneulink.core.globals.context.ContextFlags attribute) default_projection_matrix (psyneulink.core.compositions.pathway.Pathway attribute) default_range (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferFunction attribute) default_value (psyneulink.core.globals.parameters.Parameter attribute) default_variable (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) Defaults (class in psyneulink.core.globals.parameters) defaults (psyneulink.core.components.component.Component attribute) DefaultTrainingMechanism (in module psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism) (in module psyneulink.core.components.projections.modulatory.learningprojection) (in module psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism) DEFERRED_INIT (psyneulink.core.globals.context.ContextFlags attribute) delete_from_memory() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory method) delivery_condition (psyneulink.core.globals.parameters.Parameter attribute) delta (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) dependencies (psyneulink.core.globals.parameters.Parameter attribute) dependency (psyneulink.core.scheduling.condition.Threshold attribute) derivative() (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical method) (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer method) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic method) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU method) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax method) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh method) (psyneulink.core.components.functions.transformfunctions.Concatenate method) (psyneulink.core.components.functions.transformfunctions.LinearCombination method) device (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) DictionaryMemory (class in psyneulink.core.components.functions.stateful.memoryfunctions) DIFFERENCE (psyneulink.core.globals.keywords.DistanceMetrics attribute) (psyneulink.core.scheduling.condition.Operation attribute) dimension (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) direction (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) disable_all_history() (psyneulink.core.compositions.composition.Composition method) disable_costs() (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts method) disable_learning (psyneulink.core.compositions.composition.Composition attribute) DISCARD (psyneulink.core.scheduling.condition.Operation attribute) DISPLAYING (psyneulink.core.globals.context.ContextFlags attribute) dist_shape (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) Distance (class in psyneulink.core.components.functions.objectivefunctions) distance (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) distance_field_weights (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) distance_function (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) DistanceMetrics (class in psyneulink.core.globals.keywords) distances_by_field (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) distances_to_entries (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) DistributionFunction (class in psyneulink.core.components.functions.distributionfunctions) do_gradient_optimization() (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) DOT_PRODUCT (psyneulink.core.globals.keywords.DistanceMetrics attribute) drift_rate (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) DriftDiffusionAnalytical (class in psyneulink.core.components.functions.distributionfunctions) DriftDiffusionIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) DriftOnASphereIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) Dropout (class in psyneulink.core.components.functions.nonstateful.transferfunctions) Dropout.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) DualAdaptiveIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) duplicate_entries_allowed (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) duplicate_keys (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) duplicate_threshold (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) duration (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.TimerFunction attribute) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) duration_cost (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) duration_cost_fct (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) duration_cost_fct_add_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) duration_cost_fct_mult_param (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) duration_cost_function (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) E e_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) e_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) EdgeType (class in psyneulink.core.globals.graph) efferents (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.ports.modulatorysignals.learningsignal.LearningSignal attribute) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) EMComposition (class in psyneulink.library.compositions.emcomposition.emcomposition) EMComposition.PytorchEMCompositionWrapper (class in psyneulink.library.compositions.emcomposition.emcomposition) EMComposition.PytorchEMMechanismWrapper (class in psyneulink.library.compositions.emcomposition.emcomposition) EMCompositionError enable_controller (psyneulink.core.compositions.composition.Composition attribute) enable_costs() (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts method) enable_learning (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) enabled_cost_functions (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) end (psyneulink.core.scheduling.condition.TimeInterval attribute) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) end_inclusive (psyneulink.core.scheduling.condition.TimeInterval attribute) Energy (class in psyneulink.core.components.functions.objectivefunctions) ENERGY (psyneulink.core.globals.keywords.DistanceMetrics attribute) entries (psyneulink.core.globals.log.Log attribute) Entropy (class in psyneulink.core.components.functions.objectivefunctions) env (psyneulink.core.compositions.composition.Composition attribute) environment_sequence (psyneulink.core.scheduling.time.Time attribute) environment_state_update (psyneulink.core.scheduling.time.Time attribute) EpisodicMemoryMechanism (class in psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism) equidistant_entries_select (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) equidistant_keys_select (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) error_matrices (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) error_matrix (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) error_signal (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) error_signal_input_ports (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) error_sources (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) errorType (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) EUCLIDEAN (psyneulink.core.globals.keywords.DistanceMetrics attribute) evaluate() (psyneulink.core.compositions.composition.Composition method) (psyneulink.core.compositions.compositionfunctionapproximator.CompositionFunctionApproximator method) (psyneulink.library.compositions.regressioncfa.RegressionCFA method) evaluate_agent_rep (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) evaluate_agent_rep() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) EveryNCalls (class in psyneulink.core.scheduling.condition) EveryNPasses (class in psyneulink.core.scheduling.condition) EXACT_TIME (psyneulink.core.scheduling.scheduler.SchedulingMode attribute) exclude_from_gradient_calc (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) exclude_in_autodiff (psyneulink.core.components.projections.projection.Projection_Base attribute) exclude_node_roles() (psyneulink.core.compositions.composition.Composition method) excluded_node_roles (psyneulink.core.compositions.composition.Composition attribute) execute() (psyneulink.core.components.component.Component method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper method) execute_until_finished (psyneulink.core.components.component.Component attribute) EXECUTION (psyneulink.core.globals.log.LogCondition attribute) execution_count (psyneulink.core.components.component.Component attribute) execution_id (psyneulink.core.globals.context.Context attribute) execution_ids (psyneulink.core.compositions.composition.Composition attribute) execution_list (psyneulink.core.scheduling.scheduler.Scheduler attribute) execution_phase (psyneulink.core.globals.context.Context attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) execution_time (psyneulink.core.globals.context.Context attribute) ExecutionMode (class in psyneulink.core.llvm.__init__) exponent (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) Exponential (class in psyneulink.core.components.functions.nonstateful.transferfunctions) Exponential.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) ExponentialDist (class in psyneulink.core.components.functions.distributionfunctions) exponents (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) external_input_ports (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.compositions.composition.Composition attribute) external_input_ports_of_all_input_nodes (psyneulink.core.compositions.composition.Composition attribute) external_input_shape (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.composition.Composition property) external_input_values (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.compositions.composition.Composition attribute), [1] (psyneulink.core.compositions.composition.Composition property) external_input_variables (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.composition.Composition property) F F (psyneulink.library.compositions.regressioncfa.PV attribute) f_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) f_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) fallback_value (psyneulink.core.globals.parameters.Parameter attribute) FC (psyneulink.library.compositions.regressioncfa.PV attribute) FCC (psyneulink.library.compositions.regressioncfa.PV attribute) FEEDBACK (psyneulink.core.globals.graph.EdgeType attribute) feedback_projections (psyneulink.core.compositions.composition.Composition attribute) FEEDBACK_RECEIVER (psyneulink.core.compositions.composition.NodeRole attribute) feedback_receivers (psyneulink.core.compositions.composition.Composition attribute) FEEDBACK_SENDER (psyneulink.core.compositions.composition.NodeRole attribute) feedback_senders (psyneulink.core.compositions.composition.Composition attribute) FF (psyneulink.library.compositions.regressioncfa.PV attribute) FFC (psyneulink.library.compositions.regressioncfa.PV attribute) FFCC (psyneulink.library.compositions.regressioncfa.PV attribute) field_names (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) field_weight_nodes (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) field_weights (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) fields (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) FieldType (class in psyneulink.library.compositions.emcomposition.emcomposition) final (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.TimerFunction attribute) finished (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) FitzHughNagumoIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) flags (psyneulink.core.globals.context.Context attribute) flags_string (psyneulink.core.globals.context.Context attribute) FLEXIBLE (psyneulink.core.globals.graph.EdgeType attribute) forward() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUCompositionWrapper method) from_any() (psyneulink.core.globals.graph.EdgeType class method) FULL (psyneulink.core.compositions.report.ReportOutput attribute) FULL_CONNECTIVITY_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) full_name (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.components.ports.port.Port_Base property) function (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.function.Function_Base attribute), [1] (psyneulink.core.components.functions.learningfunctions.ContrastiveHebbian attribute) (psyneulink.core.components.functions.learningfunctions.Hebbian attribute) (psyneulink.core.components.functions.learningfunctions.Kohonen attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism attribute) (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism.Parameters attribute) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.ports.modulatorysignals.learningsignal.LearningSignal attribute) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal attribute) (psyneulink.core.components.ports.outputport.OutputPort attribute) (psyneulink.core.components.ports.parameterport.ParameterPort attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.core.compositions.compositionfunctionapproximator.CompositionFunctionApproximator attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) function_arg (psyneulink.core.globals.parameters.Parameter attribute) Function_Base (class in psyneulink.core.components.functions.function), [1] function_name (psyneulink.core.globals.parameters.FunctionParameter attribute) function_parameter_name (psyneulink.core.globals.parameters.FunctionParameter attribute) function_parameters (psyneulink.core.components.component.Component property) function_params (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) FunctionParameter (class in psyneulink.core.globals.parameters) G gain (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh.Parameters attribute) gamma_shape_0 (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) gamma_shape_n (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) gamma_shape_prior (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) gamma_size_0 (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) gamma_size_n (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) gamma_size_prior (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) GammaDist (class in psyneulink.core.components.functions.distributionfunctions) gating_allocation (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute), [1] gating_projections (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) gating_signal (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection attribute) gating_signals (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) GatingMechanism (class in psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism) GatingMechanismError GatingProjection (class in psyneulink.core.components.projections.modulatory.gatingprojection) GatingProjectionError GatingSignal (class in psyneulink.core.components.ports.modulatorysignals.gatingsignal) GatingSignalError Gaussian (class in psyneulink.core.components.functions.nonstateful.transferfunctions) Gaussian.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) GaussianDistort (class in psyneulink.core.components.functions.nonstateful.transferfunctions) GaussianDistort.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) GaussianProcess (class in psyneulink.core.components.functions.optimizationfunctions) get() (psyneulink.core.globals.parameters.Parameter method) get_afferents() (psyneulink.core.components.component.Component method) (psyneulink.core.components.ports.port.Port_Base method) get_args() (in module psyneulink.core.globals.utilities) get_child() (psyneulink.core.scheduling.time.TimeScale class method) get_delta() (psyneulink.core.globals.parameters.Parameter method) (psyneulink.core.globals.parameters.SharedParameter method) get_efferents() (psyneulink.core.components.component.Component method) (psyneulink.core.components.ports.port.Port_Base method) get_feedback_status() (psyneulink.core.compositions.composition.Composition method) get_input_format() (psyneulink.core.compositions.composition.Composition method) get_key_values() (psyneulink.core.globals.utilities.ContentAddressableList method) get_memory() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory method) get_nested_input_nodes_at_all_levels() (psyneulink.core.compositions.composition.Composition method) get_nested_nodes_by_roles_at_any_level() (psyneulink.core.compositions.composition.Composition method) get_nested_output_nodes_at_all_levels() (psyneulink.core.compositions.composition.Composition method) get_nodes_by_role() (psyneulink.core.compositions.composition.Composition method) get_parameters_from_torch_gru() (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUCompositionWrapper method) get_parent() (psyneulink.core.scheduling.time.TimeScale class method) get_port_dict() (psyneulink.core.components.ports.outputport.StandardOutputPorts method), [1] get_previous() (psyneulink.core.globals.parameters.Parameter method) (psyneulink.core.globals.parameters.SharedParameter method) get_required_roles_by_node() (psyneulink.core.compositions.composition.Composition method) get_results_by_nodes() (psyneulink.core.compositions.composition.Composition method) get_roles_by_node() (psyneulink.core.compositions.composition.Composition method) get_target_nodes() (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) get_total_times_relative() (psyneulink.core.scheduling.time.TimeHistoryTree method) get_value_from_array() (in module psyneulink.core.globals.utilities) get_values() (psyneulink.core.globals.utilities.ContentAddressableList method) get_values_as_lists() (psyneulink.core.globals.utilities.ContentAddressableList method) getter (psyneulink.core.globals.parameters.Parameter attribute) (psyneulink.core.globals.parameters.SharedParameter attribute) gradient_function (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) GradientOptimization (class in psyneulink.core.components.functions.optimizationfunctions) graph (psyneulink.core.compositions.composition.Composition attribute) graph_processing (psyneulink.core.compositions.composition.Composition property) GraphError GraphStructureCondition (class in psyneulink.core.scheduling.condition) grid (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) GridSearch (class in psyneulink.core.components.functions.optimizationfunctions) GRUComposition (class in psyneulink.library.compositions.grucomposition.grucomposition) GRUComposition.PytorchGRUCompositionWrapper (class in psyneulink.library.compositions.grucomposition.grucomposition) GRUComposition.PytorchGRUMechanismWrapper (class in psyneulink.library.compositions.grucomposition.grucomposition) GRUCompositionError H handle_external_context() (in module psyneulink.core.globals.context) has() (psyneulink.core.globals.graph.EdgeType class method) has_learning_projection (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) has_modulation() (psyneulink.core.components.ports.port.Port_Base method) has_recurrent_input_port (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) Hebbian (class in psyneulink.core.components.functions.learningfunctions) hidden_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) hidden_layer_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) hidden_layers (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) hidden_size (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) hidden_sizes (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) high (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) history (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.globals.parameters.Parameter attribute) history_max_length (psyneulink.core.globals.parameters.Parameter attribute) history_min_length (psyneulink.core.globals.parameters.Parameter attribute) HOLLOW_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) I Identity (class in psyneulink.core.components.functions.nonstateful.transferfunctions) IDENTITY_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) IDLE (psyneulink.core.globals.context.ContextFlags attribute) idx (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) import_composition() (psyneulink.core.compositions.composition.Composition method) include_probes_in_output (psyneulink.core.compositions.composition.Composition attribute) increment (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) increment_time() (psyneulink.core.scheduling.time.TimeHistoryTree method) index (psyneulink.core.scheduling.time.TimeHistoryTree attribute) indicator (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) indices (psyneulink.core.components.ports.outputport.StandardOutputPorts attribute) (psyneulink.core.scheduling.condition.Threshold attribute) infer_backpropagation_learning_pathways() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) initial (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.TimerFunction attribute) initial_long_term_avg (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) initial_seed (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition.Parameters attribute) initial_short_term_avg (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) initial_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) initial_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) initial_value (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) initial_w 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(psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) input_shape (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.ports.inputport.InputPort property) input_shapes (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) input_size (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) input_source 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integrator_mode (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) IntegratorFunction (class in psyneulink.core.components.functions.stateful.integratorfunctions) IntegratorMechanism (class in psyneulink.core.components.mechanisms.processing.integratormechanism) IntegratorMechanismError intensity (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) intensity_cost (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) 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psyneulink.library.components.mechanisms.processing.leabramechanism) LeabraMechanism (class in psyneulink.library.components.mechanisms.processing.leabramechanism) leak (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU.Parameters attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) LeakyCompetingIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) learn() (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition method) learn_field_weights (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) learnable_projections (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) learned_components (psyneulink.core.compositions.composition.Composition attribute) learned_projection (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) learned_projections (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) LEARNING (psyneulink.core.compositions.composition.NodeRole attribute) (psyneulink.core.compositions.pathway.PathwayRole attribute) (psyneulink.core.globals.context.ContextFlags attribute) (psyneulink.core.globals.log.LogCondition attribute) learning_components 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(psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.ContrastiveHebbian attribute) (psyneulink.core.components.functions.learningfunctions.Hebbian attribute) (psyneulink.core.components.functions.learningfunctions.Kohonen attribute) (psyneulink.core.components.functions.learningfunctions.LearningFunction attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) learning_results (psyneulink.core.compositions.composition.Composition attribute) learning_signal (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.ports.modulatorysignals.learningsignal.LearningSignal attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) learning_signals (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) LearningFunction (class in psyneulink.core.components.functions.learningfunctions) LearningMechanism (class in psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism) LearningMechanismError LearningProjection (class in psyneulink.core.components.projections.modulatory.learningprojection) LearningProjectionError LearningSignal (class in psyneulink.core.components.ports.modulatorysignals.learningsignal) LearningSignalError life (psyneulink.core.scheduling.time.Time attribute) LIFE (psyneulink.core.scheduling.time.TimeScale attribute) Linear (class in psyneulink.core.components.functions.nonstateful.transferfunctions) Linear.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) LinearCombination (class in psyneulink.core.components.functions.transformfunctions) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) LinearTimer (class in psyneulink.core.components.functions.nonstateful.timerfunctions) LLVM (psyneulink.core.llvm.__init__.ExecutionMode attribute) LLVMRun (psyneulink.core.llvm.__init__.ExecutionMode attribute) load() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) Log (class in psyneulink.core.globals.log) log (psyneulink.core.components.component.Component attribute) (psyneulink.core.globals.parameters.Parameter attribute) log_condition (psyneulink.core.globals.parameters.Parameter attribute) log_likelihood() (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition 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long_term_gain (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) long_term_rate (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) Loss (class in psyneulink.core.globals.keywords) loss (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) loss_spec (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) low (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) M MappingError MappingProjection (class in psyneulink.core.components.projections.pathway.mappingprojection) mask (psyneulink.library.components.projections.pathway.maskedmappingprojection.MaskedMappingProjection attribute) mask_threshold (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax.Parameters attribute) MaskedMappingProjection (class in psyneulink.library.components.projections.pathway.maskedmappingprojection) MaskedMappingProjectionError match_nodes (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) matrix (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) (psyneulink.library.components.projections.pathway.autoassociativeprojection.AutoAssociativeProjection attribute) MatrixKeywords (class in psyneulink.core.globals.keywords) MatrixTransform (class in psyneulink.core.components.functions.transformfunctions) MAX_ABS_DIFF (psyneulink.core.globals.keywords.DistanceMetrics attribute) max_depth (psyneulink.core.scheduling.time.TimeHistoryTree attribute) max_entries (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) max_executions_before_finished (psyneulink.core.components.component.Component attribute) max_iterations (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) max_passes (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) max_val (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) mean (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) mechanism (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) Mechanism_Base (class in psyneulink.core.components.mechanisms.mechanism) mechanisms (psyneulink.core.compositions.composition.Composition attribute) memory (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory property) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism property) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition.PytorchEMCompositionWrapper property) memory_capacity (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) memory_decay_rate (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) memory_field_shapes (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) memory_num_entries (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory property) memory_num_fields (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) MemoryFunction (class in psyneulink.core.components.functions.stateful.memoryfunctions) MERGE (psyneulink.core.scheduling.condition.Operation attribute) METHOD (psyneulink.core.globals.context.ContextFlags attribute) metric (psyneulink.core.components.functions.objectivefunctions.Distance attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) min_val (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) minibatch_size (psyneulink.core.compositions.composition.Composition attribute) minus_phase_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) minus_phase_termination_condition (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) minus_phase_termination_threshold (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) mod_afferents (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.components.ports.parameterport.ParameterPort attribute) (psyneulink.core.components.ports.port.Port_Base attribute) mode (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) (psyneulink.core.scheduling.scheduler.Scheduler attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) mode_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) model (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) modulable (psyneulink.core.globals.parameters.Parameter attribute) MODULATED (psyneulink.core.compositions.report.ReportParams attribute) modulated_mechanisms (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) modulation (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.modulatorymechanism.ModulatoryMechanism_Base attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.ports.modulatorysignals.learningsignal.LearningSignal attribute) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal attribute) modulation_combination_function (psyneulink.core.globals.parameters.Parameter attribute) modulators (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) modulatory_mechanism (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) ModulatoryMechanism_Base (class in psyneulink.core.components.mechanisms.modulatory.modulatorymechanism) ModulatoryMechanismError ModulatoryProjection_Base (class in psyneulink.core.components.projections.modulatory.modulatoryprojection) ModulatorySignal (class in psyneulink.core.components.ports.modulatorysignals.modulatorysignal) ModulatorySignalError module psyneulink.core.components.component psyneulink.core.components.functions.distributionfunctions psyneulink.core.components.functions.function, [1] psyneulink.core.components.functions.learningfunctions psyneulink.core.components.functions.nonstateful.timerfunctions psyneulink.core.components.functions.nonstateful.transferfunctions psyneulink.core.components.functions.objectivefunctions psyneulink.core.components.functions.optimizationfunctions psyneulink.core.components.functions.selectionfunctions psyneulink.core.components.functions.stateful.integratorfunctions psyneulink.core.components.functions.stateful.memoryfunctions psyneulink.core.components.functions.stateful.statefulfunction psyneulink.core.components.functions.transformfunctions psyneulink.core.components.functions.userdefinedfunction psyneulink.core.components.mechanisms.mechanism psyneulink.core.components.mechanisms.modulatory.control.controlmechanism psyneulink.core.components.mechanisms.modulatory.control.defaultcontrolmechanism psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism psyneulink.core.components.mechanisms.modulatory.modulatorymechanism psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism psyneulink.core.components.mechanisms.processing.integratormechanism psyneulink.core.components.mechanisms.processing.objectivemechanism psyneulink.core.components.mechanisms.processing.processingmechanism psyneulink.core.components.mechanisms.processing.transfermechanism psyneulink.core.components.ports.inputport psyneulink.core.components.ports.modulatorysignals.controlsignal psyneulink.core.components.ports.modulatorysignals.gatingsignal psyneulink.core.components.ports.modulatorysignals.learningsignal psyneulink.core.components.ports.modulatorysignals.modulatorysignal psyneulink.core.components.ports.outputport psyneulink.core.components.ports.parameterport psyneulink.core.components.ports.port psyneulink.core.components.projections.modulatory.controlprojection psyneulink.core.components.projections.modulatory.gatingprojection psyneulink.core.components.projections.modulatory.learningprojection psyneulink.core.components.projections.modulatory.modulatoryprojection psyneulink.core.components.projections.pathway.mappingprojection psyneulink.core.components.projections.pathway.pathwayprojection psyneulink.core.components.projections.projection psyneulink.core.compositions.composition psyneulink.core.compositions.compositionfunctionapproximator psyneulink.core.compositions.parameterestimationcomposition psyneulink.core.compositions.pathway psyneulink.core.compositions.report psyneulink.core.compositions.showgraph psyneulink.core.globals.context psyneulink.core.globals.defaults psyneulink.core.globals.graph psyneulink.core.globals.keywords psyneulink.core.globals.log psyneulink.core.globals.parameters psyneulink.core.globals.preferences.preferenceset psyneulink.core.globals.utilities psyneulink.core.llvm.__init__ psyneulink.core.scheduling.condition psyneulink.core.scheduling.scheduler psyneulink.core.scheduling.time psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism psyneulink.library.components.mechanisms.processing.integrator.ddm psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism psyneulink.library.components.mechanisms.processing.integrator.timermechanism psyneulink.library.components.mechanisms.processing.leabramechanism psyneulink.library.components.mechanisms.processing.objective.comparatormechanism psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism psyneulink.library.components.mechanisms.processing.transfer.lcamechanism psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism psyneulink.library.components.projections.pathway.autoassociativeprojection psyneulink.library.components.projections.pathway.maskedmappingprojection psyneulink.library.compositions.autodiffcomposition psyneulink.library.compositions.emcomposition.emcomposition psyneulink.library.compositions.grucomposition.grucomposition psyneulink.library.compositions.regressioncfa monitor (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) monitor_for_control (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) monitor_for_gating (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) monitor_weights_and_exponents (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) MONITORED (psyneulink.core.compositions.report.ReportParams attribute) monitored_output_ports (psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism.AGTControlMechanism attribute) monitored_output_ports_weights_and_exponents (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism.AGTControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) most_recent_context (psyneulink.core.components.component.Component property) MSE (psyneulink.core.globals.keywords.Loss attribute) mu_0 (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) mu_n (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) mu_prior (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) N name (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] (psyneulink.core.components.functions.function.Function_Base attribute), [1] (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Angle attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Identity attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal attribute) (psyneulink.core.components.ports.outputport.OutputPort attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.components.projections.modulatory.modulatoryprojection.ModulatoryProjection_Base attribute) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.pathway.Pathway attribute) (psyneulink.core.globals.parameters.Parameter attribute) (psyneulink.core.globals.utilities.ContentAddressableList attribute) names (psyneulink.core.components.ports.outputport.StandardOutputPorts attribute) (psyneulink.core.globals.utilities.ContentAddressableList attribute) (psyneulink.core.globals.utilities.ContentAddressableList property) net_outcome (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) network (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction attribute) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) Never (class in psyneulink.core.scheduling.condition) new_gate (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) new_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) NLL (psyneulink.core.globals.keywords.Loss attribute) node (psyneulink.core.scheduling.condition.AddEdgeTo attribute) (psyneulink.core.scheduling.condition.AfterNode attribute) (psyneulink.core.scheduling.condition.BeforeNode attribute) (psyneulink.core.scheduling.condition.RemoveEdgeFrom attribute) (psyneulink.core.scheduling.condition.WithNode attribute) node_ordering (psyneulink.core.compositions.composition.Composition attribute) NodeRole (class in psyneulink.core.compositions.composition) nodes (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.scheduling.condition.AfterNode attribute) (psyneulink.core.scheduling.condition.AfterNodes attribute) (psyneulink.core.scheduling.condition.BeforeNode attribute) (psyneulink.core.scheduling.condition.BeforeNodes attribute) (psyneulink.core.scheduling.condition.WithNode attribute) noise (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) non_decision_time (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) NON_FEEDBACK (psyneulink.core.globals.graph.EdgeType attribute) NONE (psyneulink.core.globals.context.ContextFlags attribute) NormalDist (class in psyneulink.core.components.functions.distributionfunctions) normalize (psyneulink.core.components.functions.objectivefunctions.Distance attribute) (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) normalize_field_weights (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) normalize_memories (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) Not (class in psyneulink.core.scheduling.condition) nparray() (psyneulink.core.globals.log.Log method) nparray_dictionary() (psyneulink.core.globals.log.Log method) num (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) num_elems (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) num_estimates (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) num_executions (psyneulink.core.components.component.Component attribute) num_executions_before_finished (psyneulink.core.components.component.Component attribute) num_iterations (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) num_state_input_ports (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) num_trials_per_estimate (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) NWhen (class in psyneulink.core.scheduling.condition) O objective_function (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) objective_mechanism (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism.AGTControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) ObjectiveFunction (class in psyneulink.core.components.functions.objectivefunctions) ObjectiveMechanism (class in psyneulink.core.components.mechanisms.processing.objectivemechanism) ObjectiveMechanismError OFF (psyneulink.core.compositions.report.ReportOutput attribute) (psyneulink.core.compositions.report.ReportParams attribute) (psyneulink.core.compositions.report.ReportProgress attribute) (psyneulink.core.compositions.report.ReportSimulations attribute) (psyneulink.core.globals.log.LogCondition attribute) offset (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) ON (psyneulink.core.compositions.report.ReportProgress attribute) (psyneulink.core.compositions.report.ReportSimulations attribute) on_resume_integrator_mode (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) OneHot (class in psyneulink.core.components.functions.selectionfunctions) Operation (class in psyneulink.core.scheduling.condition) operation (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) optimal_control_allocation (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) optimal_net_outcome (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) optimal_value (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) optimization_function (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) OptimizationControlMechanism (class in psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism) OptimizationFunction (class in psyneulink.core.components.functions.optimizationfunctions) optimizations_per_minibatch (psyneulink.core.compositions.composition.Composition attribute) optimized_parameter_values (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) optimizer (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) Or (class in psyneulink.core.scheduling.condition) ORIGIN (psyneulink.core.compositions.composition.NodeRole attribute) (psyneulink.core.compositions.pathway.PathwayRole attribute) OrnsteinUhlenbeckIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) outcome (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) outcome_input_ports (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) outcome_input_ports_option (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) outcome_variables (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) output (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax.Parameters attribute) OUTPUT (psyneulink.core.compositions.composition.NodeRole attribute) output (psyneulink.core.compositions.pathway.Pathway attribute) OUTPUT (psyneulink.core.compositions.pathway.PathwayRole attribute) output (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper attribute) output_CIM (psyneulink.core.compositions.composition.Composition attribute) output_CIM_ports (psyneulink.core.compositions.composition.Composition attribute) output_labels_dict (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) output_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) output_port (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) (psyneulink.core.compositions.composition.Composition property) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) output_ports (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) (psyneulink.core.compositions.composition.Composition property) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) output_size (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) output_source (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) output_values (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.composition.Composition property) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) OutputPort (class in psyneulink.core.components.ports.outputport) OutputPort.Parameters (class in psyneulink.core.components.ports.outputport) OutputPortError outputPortTypes (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) owner (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] (psyneulink.core.components.functions.function.Function_Base attribute), [1] (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) (psyneulink.core.components.functions.learningfunctions.ContrastiveHebbian attribute) (psyneulink.core.components.functions.learningfunctions.Hebbian attribute) (psyneulink.core.components.functions.learningfunctions.Kohonen attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Angle attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Identity attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.objectivefunctions.Distance attribute) (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.globals.context.Context attribute) (psyneulink.core.globals.log.Log attribute) (psyneulink.core.globals.parameters.Defaults attribute) (psyneulink.core.scheduling.condition.ConditionBase attribute) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction attribute) owner_value_index (psyneulink.core.components.ports.outputport.OutputPort property) P p (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout.Parameters attribute) Parameter (class in psyneulink.core.globals.parameters) parameter (psyneulink.core.scheduling.condition.Threshold attribute) parameter_CIM (psyneulink.core.compositions.composition.Composition attribute) parameter_CIM_ports (psyneulink.core.compositions.composition.Composition attribute) parameter_ports (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.core.components.projections.projection.Projection_Base property) parameter_ranges_or_priors (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) ParameterAlias (class in psyneulink.core.globals.parameters) ParameterError ParameterEstimationComposition (class in psyneulink.core.compositions.parameterestimationcomposition) ParameterEstimationComposition.Parameters (class in psyneulink.core.compositions.parameterestimationcomposition) ParameterEstimationCompositionError ParameterPort (class in psyneulink.core.components.ports.parameterport) ParameterPortError parameters (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) ParametersBase (class in psyneulink.core.globals.parameters) params (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.objectivefunctions.Distance attribute) (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) parent (psyneulink.core.scheduling.time.TimeHistoryTree attribute) parse_context() (in module psyneulink.core.globals.parameters) PASS (psyneulink.core.scheduling.time.TimeScale attribute) pass_ (psyneulink.core.scheduling.time.Time attribute) path_afferents (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.components.ports.port.Port_Base attribute) Pathway (class in psyneulink.core.compositions.pathway) pathway (psyneulink.core.compositions.pathway.Pathway attribute) PathwayRole (class in psyneulink.core.compositions.pathway) pathways (psyneulink.core.compositions.composition.Composition attribute) per_item (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax.Parameters attribute) pertinacity (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] phase_convergence_function (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) plot() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) plus_phase_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) plus_phase_termination_condition (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) plus_phase_termination_threshold (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) pnl_internal (psyneulink.core.globals.parameters.Parameter attribute) PNL_VIEW (psyneulink.core.compositions.report.ReportDevices attribute) POISSON_NLL (psyneulink.core.globals.keywords.Loss attribute) pop() (psyneulink.core.globals.utilities.ReadOnlyOrderedDict method) popitem() (psyneulink.core.globals.utilities.ReadOnlyOrderedDict method) port (psyneulink.core.globals.parameters.Parameter attribute) Port_Base (class in psyneulink.core.components.ports.port) port_map (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism attribute) PortError ports (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) powerset() (in module psyneulink.core.globals.utilities) prediction_parameters (psyneulink.core.compositions.compositionfunctionapproximator.CompositionFunctionApproximator attribute) prediction_terms (psyneulink.library.compositions.regressioncfa.RegressionCFA attribute) prediction_vector (psyneulink.library.compositions.regressioncfa.RegressionCFA attribute) (psyneulink.library.compositions.regressioncfa.RegressionCFA.Parameters attribute) PredictionErrorDeltaFunction (class in psyneulink.core.components.functions.transformfunctions) PredictionErrorMechanism (class in psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism) PredictionErrorMechanismError prefs (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] (psyneulink.core.components.functions.function.Function_Base attribute), [1] (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) (psyneulink.core.components.functions.learningfunctions.ContrastiveHebbian attribute) (psyneulink.core.components.functions.learningfunctions.Hebbian attribute) (psyneulink.core.components.functions.learningfunctions.Kohonen attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.AsymptoticTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.LinearTimer attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Angle attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Identity attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.functions.objectivefunctions.Distance attribute) (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.MatrixTransform attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction attribute) PREPARING (psyneulink.core.globals.context.ContextFlags attribute) previous_long_term_avg (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) previous_short_term_avg (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) previous_state (psyneulink.library.compositions.regressioncfa.RegressionCFA.Parameters attribute) previous_t (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) previous_time (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.scheduling.time.TimeHistoryTree attribute) previous_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) previous_value (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) previous_w (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) primary (psyneulink.core.globals.parameters.SharedParameter attribute) primary_learned_projection (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) print_entries() (psyneulink.core.globals.log.Log method) PROBE (psyneulink.core.compositions.composition.NodeRole attribute), [1] PROCESSING (psyneulink.core.globals.context.ContextFlags attribute) (psyneulink.core.globals.log.LogCondition attribute) ProcessingMechanism (class in psyneulink.core.components.mechanisms.processing.processingmechanism) ProcessingMechanismError Projection_Base (class in psyneulink.core.components.projections.projection) projection_sender (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection attribute) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) projection_type (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.ports.modulatorysignals.learningsignal.LearningSignal attribute) (psyneulink.core.components.ports.outputport.OutputPort attribute) (psyneulink.core.components.ports.parameterport.ParameterPort attribute) projections (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) (psyneulink.core.components.ports.port.Port_Base attribute) (psyneulink.core.compositions.composition.Composition attribute) propensity (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] psyneulink.core.components.component module psyneulink.core.components.functions.distributionfunctions module psyneulink.core.components.functions.function module, [1] psyneulink.core.components.functions.learningfunctions module psyneulink.core.components.functions.nonstateful.timerfunctions module psyneulink.core.components.functions.nonstateful.transferfunctions module psyneulink.core.components.functions.objectivefunctions module psyneulink.core.components.functions.optimizationfunctions module psyneulink.core.components.functions.selectionfunctions module psyneulink.core.components.functions.stateful.integratorfunctions module psyneulink.core.components.functions.stateful.memoryfunctions module psyneulink.core.components.functions.stateful.statefulfunction module psyneulink.core.components.functions.transformfunctions module psyneulink.core.components.functions.userdefinedfunction module psyneulink.core.components.mechanisms.mechanism module psyneulink.core.components.mechanisms.modulatory.control.controlmechanism module psyneulink.core.components.mechanisms.modulatory.control.defaultcontrolmechanism module psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism module psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism module psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism module psyneulink.core.components.mechanisms.modulatory.modulatorymechanism module psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism module psyneulink.core.components.mechanisms.processing.integratormechanism module psyneulink.core.components.mechanisms.processing.objectivemechanism module psyneulink.core.components.mechanisms.processing.processingmechanism module psyneulink.core.components.mechanisms.processing.transfermechanism module psyneulink.core.components.ports.inputport module psyneulink.core.components.ports.modulatorysignals.controlsignal module psyneulink.core.components.ports.modulatorysignals.gatingsignal module psyneulink.core.components.ports.modulatorysignals.learningsignal module psyneulink.core.components.ports.modulatorysignals.modulatorysignal module psyneulink.core.components.ports.outputport module psyneulink.core.components.ports.parameterport module psyneulink.core.components.ports.port module psyneulink.core.components.projections.modulatory.controlprojection module psyneulink.core.components.projections.modulatory.gatingprojection module psyneulink.core.components.projections.modulatory.learningprojection module psyneulink.core.components.projections.modulatory.modulatoryprojection module psyneulink.core.components.projections.pathway.mappingprojection module psyneulink.core.components.projections.pathway.pathwayprojection module psyneulink.core.components.projections.projection module psyneulink.core.compositions.composition module psyneulink.core.compositions.compositionfunctionapproximator module psyneulink.core.compositions.parameterestimationcomposition module psyneulink.core.compositions.pathway module psyneulink.core.compositions.report module psyneulink.core.compositions.showgraph module psyneulink.core.globals.context module psyneulink.core.globals.defaults module psyneulink.core.globals.graph module psyneulink.core.globals.keywords module psyneulink.core.globals.log module psyneulink.core.globals.parameters module psyneulink.core.globals.preferences.preferenceset module psyneulink.core.globals.utilities module psyneulink.core.llvm.__init__ module psyneulink.core.scheduling.condition module psyneulink.core.scheduling.scheduler module psyneulink.core.scheduling.time module psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism module psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism module psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism module psyneulink.library.components.mechanisms.processing.integrator.ddm module psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism module psyneulink.library.components.mechanisms.processing.integrator.timermechanism module psyneulink.library.components.mechanisms.processing.leabramechanism module psyneulink.library.components.mechanisms.processing.objective.comparatormechanism module psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism module psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism module psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism module psyneulink.library.components.mechanisms.processing.transfer.lcamechanism module psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism module psyneulink.library.components.projections.pathway.autoassociativeprojection module psyneulink.library.components.projections.pathway.maskedmappingprojection module psyneulink.library.compositions.autodiffcomposition module psyneulink.library.compositions.emcomposition.emcomposition module psyneulink.library.compositions.grucomposition.grucomposition module psyneulink.library.compositions.regressioncfa module PTX (psyneulink.core.llvm.__init__.ExecutionMode attribute) PTXRun (psyneulink.core.llvm.__init__.ExecutionMode attribute) purge_by_field_weights (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) PV (class in psyneulink.library.compositions.regressioncfa) Python (psyneulink.core.llvm.__init__.ExecutionMode attribute) PyTorch (psyneulink.core.llvm.__init__.ExecutionMode attribute) pytorch_composition_wrapper_type (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) pytorch_mechanism_wrapper_type (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) pytorch_representation (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) Q quarter_size (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) query_and_value_input_nodes (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) query_input_nodes (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) R RANDOM_CONNECTIVITY_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute) random_state (psyneulink.core.components.functions.distributionfunctions.ExponentialDist attribute) (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.BinomialDistort.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Dropout.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort.Parameters attribute) (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) random_variables (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.composition.Composition property) randomization_dimension (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) RandomMatrix (class in psyneulink.core.components.functions.function), [1] range (psyneulink.core.components.functions.function.RandomMatrix attribute), [1] (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.SoftMax.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferFunction attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferFunction.Parameters attribute) rate (psyneulink.core.components.functions.nonstateful.timerfunctions.AcceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.DeceleratingTimer attribute) (psyneulink.core.components.functions.nonstateful.timerfunctions.TimerFunction attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential.Parameters attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AccumulatorIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.AdaptiveIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.IntegratorFunction attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.SimpleIntegrator attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) read_only (psyneulink.core.globals.parameters.Parameter attribute) ReadOnlyOrderedDict (class in psyneulink.core.globals.utilities) Rearrange (class in psyneulink.core.components.functions.transformfunctions) receiver (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection attribute) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.library.components.projections.pathway.autoassociativeprojection.AutoAssociativeProjection attribute) receivers (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) reconfiguration_cost (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) RECORD (psyneulink.core.compositions.report.ReportDevices attribute) recorded_reports (psyneulink.core.compositions.composition.Composition attribute) recurrent_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) recurrent_gate (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) recurrent_projection (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) recurrent_size (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) RecurrentTransferError RecurrentTransferMechanism (class in psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism) recursive_update() (in module psyneulink.core.globals.utilities) Reduce (class in psyneulink.core.components.functions.transformfunctions) reference (psyneulink.core.globals.parameters.Parameter attribute) regression_weights (psyneulink.library.compositions.regressioncfa.RegressionCFA attribute) (psyneulink.library.compositions.regressioncfa.RegressionCFA.Parameters attribute) RegressionCFA (class in psyneulink.library.compositions.regressioncfa) RegressionCFA.Parameters (class in psyneulink.library.compositions.regressioncfa) RegressionCFA.PredictionVector (class in psyneulink.library.compositions.regressioncfa) Reinforcement (class in psyneulink.core.components.functions.learningfunctions) ReLU (class in psyneulink.core.components.functions.nonstateful.transferfunctions) ReLU.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) remove_condition() (psyneulink.core.scheduling.condition.ConditionSet method) (psyneulink.core.scheduling.scheduler.Scheduler method) remove_graph_edge() (psyneulink.core.scheduling.scheduler.Scheduler method) remove_modulated_mechanisms() (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) remove_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) RemoveEdgeFrom (class in psyneulink.core.scheduling.condition) repeat (psyneulink.core.scheduling.condition.TimeInterval attribute) REPLACE (psyneulink.core.scheduling.condition.Operation attribute) ReportDevices (class in psyneulink.core.compositions.report) ReportOutput (class in psyneulink.core.compositions.report) ReportParams (class in psyneulink.core.compositions.report) ReportProgress (class in psyneulink.core.compositions.report) ReportSimulations (class in psyneulink.core.compositions.report) require_node_roles() (psyneulink.core.compositions.composition.Composition method) required_node_roles (psyneulink.core.compositions.composition.Composition attribute) reset (psyneulink.core.components.mechanisms.processing.integratormechanism.IntegratorMechanism attribute) RESET (psyneulink.core.globals.context.ContextFlags attribute) reset (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) reset() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.learningfunctions.BayesGLM method) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization method) (psyneulink.core.components.functions.optimizationfunctions.GridSearch method) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) (psyneulink.core.components.functions.optimizationfunctions.SampleIterator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator method) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator method) (psyneulink.core.components.functions.stateful.memoryfunctions.Buffer method) (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory method) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.core.compositions.composition.Composition method) (psyneulink.core.globals.parameters.Parameter method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism method) reset_gate (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) reset_grid() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) reset_node (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition attribute) reset_params() (psyneulink.core.components.component.Component method) reset_stateful_function_when (psyneulink.core.components.component.Component attribute) rest (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator attribute) results (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) retain_old_simulation_data (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.globals.parameters.Parameter attribute) retain_torch_losses (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) retain_torch_targets (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) retain_torch_trained_outputs (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) retrieval_prob (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) retrieve() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) retrieved_nodes (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) return_results (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) rich_diverted_reports (psyneulink.core.compositions.composition.Composition attribute) roles (psyneulink.core.compositions.pathway.Pathway attribute) rpc_pipeline (psyneulink.core.globals.context.Context attribute) rtol (psyneulink.core.scheduling.condition.Threshold attribute) RUN (psyneulink.core.globals.log.LogCondition attribute) (psyneulink.core.scheduling.time.TimeScale attribute) run() (psyneulink.core.compositions.composition.Composition method) (psyneulink.core.scheduling.scheduler.Scheduler method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) S same_seed_for_all_allocations (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) same_seed_for_all_parameter_combinations (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) (psyneulink.core.compositions.parameterestimationcomposition.ParameterEstimationComposition.Parameters attribute) sample (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism attribute) sample_weights() (psyneulink.core.components.functions.learningfunctions.BayesGLM method) SampleIterator (class in psyneulink.core.components.functions.optimizationfunctions) save() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) save_samples (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) save_values (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) saved_samples (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) saved_values (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) scale (psyneulink.core.components.functions.distributionfunctions.GammaDist attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.GaussianDistort.Parameters attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.Concatenate attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) (psyneulink.core.components.functions.transformfunctions.Rearrange attribute) (psyneulink.core.components.functions.transformfunctions.Reduce attribute) scaling_factor_gain (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) Scheduler (class in psyneulink.core.scheduling.scheduler) scheduler (psyneulink.core.compositions.composition.Composition property) SchedulingMode (class in psyneulink.core.scheduling.scheduler) search_function (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) search_space (psyneulink.core.components.functions.optimizationfunctions.GaussianProcess attribute) (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) search_statefulness (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) search_termination_function (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) selection_function (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) selection_type (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) SelectionFunction (class in psyneulink.core.components.functions.selectionfunctions) self_excitation (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) sender (psyneulink.core.components.projections.modulatory.controlprojection.ControlProjection attribute) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.library.components.projections.pathway.autoassociativeprojection.AutoAssociativeProjection attribute) senders (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) separated (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) set() (psyneulink.core.globals.parameters.Parameter method) set_delivery_conditions() (psyneulink.core.components.component.Component method) set_global_seed() (in module psyneulink.core.globals.utilities) set_log_conditions() (psyneulink.core.components.component.Component method) (psyneulink.core.globals.log.Log method) set_pnl_variable_and_values() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchMechanismWrapper method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition.PytorchGRUMechanismWrapper method) set_weights() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.grucomposition.grucomposition.GRUComposition method) setter (psyneulink.core.globals.parameters.Parameter attribute) (psyneulink.core.globals.parameters.SharedParameter attribute) shadow_inputs (psyneulink.core.components.ports.inputport.InputPort attribute) shadowing_dict (psyneulink.core.compositions.composition.Composition property) shadows (psyneulink.core.compositions.composition.Composition attribute) shared_parameter_name (psyneulink.core.globals.parameters.SharedParameter attribute) SharedParameter (class in psyneulink.core.globals.parameters) shenhav_et_al_compat_mode (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical property) short_term_bias (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) short_term_gain (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) short_term_rate (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) show() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism.AGTControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) show_graph() (psyneulink.core.compositions.composition.Composition method) (psyneulink.core.compositions.showgraph.ShowGraph method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) ShowGraph (class in psyneulink.core.compositions.showgraph) sigma_0 (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) SimpleIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) (psyneulink.core.components.functions.nonstateful.transferfunctions.TransferWithCosts.Parameters attribute) SIMULATION_MODE (psyneulink.core.globals.context.ContextFlags attribute) simulation_results (psyneulink.core.compositions.composition.Composition attribute) SINGELTON (psyneulink.core.compositions.pathway.PathwayRole attribute) SINGLETON (psyneulink.core.compositions.composition.NodeRole attribute) size (psyneulink.core.components.functions.objectivefunctions.Energy attribute) (psyneulink.core.components.functions.objectivefunctions.Stability attribute) slope (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Linear.Parameters attribute) SoftMax (class in psyneulink.core.components.functions.nonstateful.transferfunctions) SoftMax.Parameters (class in psyneulink.core.components.functions.nonstateful.transferfunctions) softmax_choice (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) softmax_gain (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) softmax_gain_control_node (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) softmax_node (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) softmax_threshold (psyneulink.library.compositions.emcomposition.emcomposition.EMComposition attribute) source (psyneulink.core.globals.context.Context attribute) specified_terms (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) specify_none (psyneulink.core.globals.parameters.Parameter attribute) SSE (psyneulink.core.globals.keywords.Loss attribute) Stability (class in psyneulink.core.components.functions.objectivefunctions) STANDARD (psyneulink.core.scheduling.scheduler.SchedulingMode attribute) standard_deviation (psyneulink.core.components.functions.distributionfunctions.NormalDist attribute) (psyneulink.core.components.functions.distributionfunctions.UniformToNormalDist attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.nonstateful.transferfunctions.Gaussian.Parameters attribute) standard_output_port_names (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) standard_output_ports (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism attribute) (psyneulink.core.components.mechanisms.processing.processingmechanism.ProcessingMechanism attribute) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) StandardOutputPorts (class in psyneulink.core.components.ports.outputport) StandardOutputPortsError start (psyneulink.core.scheduling.condition.TimeInterval attribute) (psyneulink.library.components.mechanisms.processing.integrator.timermechanism.TimerMechanism attribute) start_inclusive (psyneulink.core.scheduling.condition.TimeInterval attribute) (psyneulink.core.scheduling.condition.TimeTermination attribute) starting_point (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) 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(psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) tie (psyneulink.core.components.functions.selectionfunctions.OneHot attribute) Time (class in psyneulink.core.scheduling.time) time_constant_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) time_constant_v_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) time_constant_w (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) time_constant_w_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) time_scale (psyneulink.core.scheduling.time.TimeHistoryTree attribute) TIME_STEP (psyneulink.core.scheduling.time.TimeScale attribute) time_step_size 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