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_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) _angle() (psyneulink.core.components.functions.transferfunctions.Angle 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_pytorch_representation() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) _build_variable_for_input_CIM() (psyneulink.core.compositions.composition.Composition 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) _composition (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) _compute_conditional_rt_moments() (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical static method) _construct_combined_matches_node() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_concatenate_queries_node() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_field_weight_nodes() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_input_nodes() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_match_nodes() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_pathways() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_retrieved_nodes() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_softmax_gain_control_node() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_softmax_node() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_storage_node() (psyneulink.library.compositions.emcomposition.EMComposition method) _construct_weighted_match_nodes() (psyneulink.library.compositions.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) _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 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.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_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.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.transferfunctions.Angle method) (psyneulink.core.components.functions.transferfunctions.BinomialDistort method) (psyneulink.core.components.functions.transferfunctions.Dropout method) (psyneulink.core.components.functions.transferfunctions.Exponential method) (psyneulink.core.components.functions.transferfunctions.Gaussian method) (psyneulink.core.components.functions.transferfunctions.GaussianDistort method) (psyneulink.core.components.functions.transferfunctions.Identity method) (psyneulink.core.components.functions.transferfunctions.Linear method) (psyneulink.core.components.functions.transferfunctions.Logistic method) (psyneulink.core.components.functions.transferfunctions.ReLU method) (psyneulink.core.components.functions.transferfunctions.SoftMax method) (psyneulink.core.components.functions.transferfunctions.Tanh method) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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) _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_autodiff_inputs_values() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) _get_autodiff_targets_values() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition 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.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.emcomposition.EMComposition 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_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.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.emcomposition.EMComposition 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.transferfunctions.TransferWithCosts 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.functions.transferfunctions.TransferWithCosts method) (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_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) _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) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism 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) _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) _model_spec_generic_type_name (psyneulink.core.components.component.Component attribute) _model_spec_parameter_blacklist (psyneulink.core.components.component.Component property) (psyneulink.core.components.functions.function.Function_Base property), [1] (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism property) (psyneulink.core.components.projections.projection.Projection_Base property) _nodes_to_execute_after_gradient_calc (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) _parameter_components (psyneulink.core.components.component.Component property) _parse_arg_generic() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.function.Function_Base method), [1] _parse_arg_variable() (psyneulink.core.components.component.Component method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.ports.outputport.OutputPort method) _parse_function() (psyneulink.core.compositions.composition.Composition method) _parse_function_variable() (psyneulink.core.components.component.Component method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.episodicmemorymechanism.EpisodicMemoryMechanism method) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism method) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism method) _parse_generator() (psyneulink.core.compositions.composition.Composition method) _parse_generator_function() (psyneulink.core.compositions.composition.Composition method) _parse_input_dict() (psyneulink.core.compositions.composition.Composition method) _parse_input_shapes() (psyneulink.core.components.component.Component method) _parse_labels() (psyneulink.core.compositions.composition.Composition method) _parse_learning_spec() (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) _parse_list() (psyneulink.core.compositions.composition.Composition method) _parse_memory_shape() (psyneulink.library.compositions.emcomposition.EMComposition method) _parse_memory_template() (psyneulink.library.compositions.emcomposition.EMComposition method) _parse_mode() (psyneulink.core.components.functions.selectionfunctions.OneHot method) _parse_monitor_for_control_input_ports() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) _parse_port_specific_specs() (psyneulink.core.components.ports.inputport.InputPort method) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal method) (psyneulink.core.components.ports.outputport.OutputPort method) (psyneulink.core.components.ports.parameterport.ParameterPort method) (psyneulink.core.components.ports.port.Port_Base method) _parse_run_inputs() (psyneulink.core.compositions.composition.Composition method) _parse_runtime_params() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _parse_runtime_params_conditions() (psyneulink.core.compositions.composition.Composition method) _parse_self_port_type_spec() (psyneulink.core.components.ports.inputport.InputPort method) _parse_state_feature_specs() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _parse_string() (psyneulink.core.compositions.composition.Composition method) _parse_threshold_args() (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism method) _parse_trial_inputs() (psyneulink.core.compositions.composition.Composition method) _parse_value_order() (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction method) _port_spec_allows_override_variable() (psyneulink.core.components.ports.inputport.InputPort static method) _projection_added() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.projections.projection.Projection_Base method) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism method) _receiver_ports (psyneulink.core.components.component.Component property) (psyneulink.core.compositions.composition.Composition property) _regenerate_paramlist() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) _remove_projection_from_port() (psyneulink.core.components.ports.port.Port_Base method) _remove_projection_to_port() (psyneulink.core.components.ports.port.Port_Base method) _report_mechanism_execution() (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) _report_value() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _reset_by_time_scale() (psyneulink.core.scheduling.time.Time method) _route_control_projection_through_intermediary_pcims() (psyneulink.core.compositions.composition.Composition method) _sender_is_probe() (psyneulink.core.components.mechanisms.processing.compositioninterfacemechanism.CompositionInterfaceMechanism method) _sender_ports (psyneulink.core.components.component.Component property) (psyneulink.core.compositions.composition.Composition property) _sequential_evaluate() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _set_by_time_scale() (psyneulink.core.scheduling.time.Time method) _set_default_value() (psyneulink.core.globals.parameters.Parameter method) _set_delivery_conditions() (psyneulink.core.globals.log.Log method) _set_learning_attributes() (psyneulink.library.compositions.emcomposition.EMComposition method) _set_mechanism_value() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _set_multiple_parameter_values() (psyneulink.core.components.component.Component method) _show_structure() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _specified_variable_shape_flexibility (psyneulink.core.components.component.Component attribute) _store_memory() (psyneulink.library.compositions.emcomposition.EMComposition method) _traverse_grid() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) _update() (psyneulink.core.components.ports.port.Port_Base method) _update_default_variable() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) _update_input_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) _update_output_ports() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism method) _update_processing_graph() (psyneulink.core.compositions.composition.Composition method) _update_results() (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) _update_shadow_projections() (psyneulink.core.compositions.composition.Composition method) _update_state_input_port_names() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _update_state_input_ports_for_controller() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _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() (psyneulink.core.components.component.Component method) _validate_initializers() (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator method) _validate_input_dict_keys() (psyneulink.core.compositions.composition.Composition method) _validate_input_nodes() (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _validate_input_shapes_and_expand_for_all_trials() (psyneulink.core.compositions.composition.Composition method) _validate_memory_specs() (psyneulink.library.compositions.emcomposition.EMComposition method) _validate_monitor_for_control() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism method) _validate_parameter_spec() (psyneulink.core.components.functions.function.Function_Base method), [1] _validate_params() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.distributionfunctions.NormalDist method) (psyneulink.core.components.functions.function.ArgumentTherapy method), [1] (psyneulink.core.components.functions.learningfunctions.BackPropagation 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.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.AdaptiveIntegrator 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.IntegratorFunction method) (psyneulink.core.components.functions.stateful.integratorfunctions.InteractiveActivationIntegrator method) (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction 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) (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) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism 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.core.components.projections.modulatory.gatingprojection.GatingProjection method) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection method) (psyneulink.core.components.projections.projection.Projection_Base method) (psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism.AGTControlMechanism method) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) (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_variable() (psyneulink.core.components.component.Component method) (psyneulink.core.components.functions.function.ArgumentTherapy method), [1] (psyneulink.core.components.functions.learningfunctions.BackPropagation 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.learningfunctions.TDLearning method) (psyneulink.core.components.functions.objectivefunctions.Stability method) (psyneulink.core.components.functions.transferfunctions.SoftMax 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.PredictionErrorDeltaFunction method) (psyneulink.core.components.functions.transformfunctions.Rearrange method) (psyneulink.core.components.functions.transformfunctions.Reduce method) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism method) (psyneulink.core.components.ports.port.Port_Base method) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction method) A a_v (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) a_v_FitzHughNagumo (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) AccumulatorIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) activation_derivative_fct (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) activation_input (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) activation_output (psyneulink.core.components.functions.learningfunctions.BackPropagation attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement attribute) activity_source (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) adapt() (psyneulink.core.compositions.compositionfunctionapproximator.CompositionFunctionApproximator method) (psyneulink.library.compositions.regressioncfa.RegressionCFA method) adapt_base (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) adapt_entropy_weighting (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) adapt_gain() (psyneulink.core.components.functions.transferfunctions.SoftMax method) adapt_scale (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) AdaptiveIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) add_backpropagation_learning_pathway() (psyneulink.core.compositions.composition.Composition method) add_condition() (psyneulink.core.scheduling.condition.ConditionSet method) (psyneulink.core.scheduling.scheduler.Scheduler method) add_condition_set() (psyneulink.core.scheduling.condition.ConditionSet method) (psyneulink.core.scheduling.scheduler.Scheduler method) add_controller() (psyneulink.core.compositions.composition.Composition method) add_graph_edge() (psyneulink.core.scheduling.scheduler.Scheduler method) add_linear_learning_pathway() (psyneulink.core.compositions.composition.Composition method) add_linear_processing_pathway() (psyneulink.core.compositions.composition.Composition method) add_modulated_mechanisms() (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism method) add_node() (psyneulink.core.compositions.composition.Composition method) add_nodes() (psyneulink.core.compositions.composition.Composition method) add_pathway() (psyneulink.core.compositions.composition.Composition method) add_pathways() (psyneulink.core.compositions.composition.Composition method) add_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) add_projection() (psyneulink.core.compositions.composition.Composition method) add_projections() (psyneulink.core.compositions.composition.Composition method) add_reinforcement_learning_pathway() (psyneulink.core.compositions.composition.Composition method) add_td_learning_pathway() (psyneulink.core.compositions.composition.Composition method) add_to_memory() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory method) add_to_monitor() (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism method) (psyneulink.core.components.mechanisms.processing.objectivemechanism.ObjectiveMechanism method) AddEdgeTo (class in psyneulink.core.scheduling.condition) ADJUSTMENT (psyneulink.core.components.functions.transferfunctions.CostFunctions attribute) adjustment_cost (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) adjustment_cost_fct (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) adjustment_cost_fct_add_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) adjustment_cost_fct_mult_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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) AfterCall (class in psyneulink.core.scheduling.condition) AfterNCalls (class in psyneulink.core.scheduling.condition) AfterNCallsCombined (class in psyneulink.core.scheduling.condition) AfterNode (class in psyneulink.core.scheduling.condition) AfterNodes (class in psyneulink.core.scheduling.condition) AfterNPasses (class in psyneulink.core.scheduling.condition) AfterNRuns (class in psyneulink.core.scheduling.condition) AfterNTimeSteps (class in psyneulink.core.scheduling.condition) AfterNTrials (class in psyneulink.core.scheduling.condition) AfterPass (class in psyneulink.core.scheduling.condition) AfterRun (class in psyneulink.core.scheduling.condition) AfterTimeStep (class in psyneulink.core.scheduling.condition) AfterTrial (class in psyneulink.core.scheduling.condition) agent_rep (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) agent_rep_type (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) aggregation_function (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction attribute) AGTControlMechanism (class in psyneulink.library.components.mechanisms.modulatory.control.agt.agtcontrolmechanism) AGTControlMechanismError aliases (psyneulink.core.globals.parameters.Parameter attribute) All (class in psyneulink.core.scheduling.condition) ALL (psyneulink.core.components.functions.transferfunctions.CostFunctions attribute) (psyneulink.core.compositions.report.ReportParams attribute) all_afferents (psyneulink.core.components.ports.port.Port_Base attribute) ALL_ASSIGNMENTS (psyneulink.core.globals.log.LogCondition attribute) all_dependent_parameters() (psyneulink.core.components.component.Component method) AllHaveRun (class in psyneulink.core.scheduling.condition) allocation (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) (psyneulink.core.components.ports.modulatorysignals.modulatorysignal.ModulatorySignal 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.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.transferfunctions.TransferWithCosts method) assign_ShowGraph() (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) 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) autodiff_backward() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) autodiff_forward() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition method) AutodiffComposition (class in psyneulink.library.compositions.autodiffcomposition) AutodiffComposition.Parameters (class in psyneulink.library.compositions.autodiffcomposition) AutodiffComposition.PytorchCompositionWrapper (class in psyneulink.library.compositions.autodiffcomposition) B 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.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) BIAS (psyneulink.core.compositions.composition.NodeRole attribute) BinomialDistort (class in psyneulink.core.components.functions.transferfunctions) bounds (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) (psyneulink.core.components.functions.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Linear attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh 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_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) 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.transferfunctions.TransferWithCosts attribute) combine_costs_function (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) combined_costs (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.mechanisms.modulatory.control.controlmechanism.ControlMechanism attribute) combined_costs_fct_add_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) combined_costs_fct_mult_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) combined_matches_node (psyneulink.library.compositions.emcomposition.EMComposition attribute) CombineMeans (class in psyneulink.core.components.functions.transformfunctions) COMMAND_LINE (psyneulink.core.globals.context.ContextFlags attribute) comp_to_vertex (psyneulink.core.compositions.composition.Graph 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) 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._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) 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 attribute) concatenate_queries_node (psyneulink.library.compositions.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) 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) copy() (psyneulink.core.compositions.composition.Graph method) copy_node_values_to_psyneulink() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) copy_node_variables_to_psyneulink() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) copy_results_to_psyneulink() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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) CostFunctions (class in psyneulink.core.components.functions.transferfunctions) 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) 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) 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_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) DEFAULTS (psyneulink.core.components.functions.transferfunctions.CostFunctions 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) dependency_dict (psyneulink.core.compositions.composition.Graph attribute) derivative() (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical method) (psyneulink.core.components.functions.transferfunctions.Dropout method) (psyneulink.core.components.functions.transferfunctions.Exponential method) (psyneulink.core.components.functions.transferfunctions.Gaussian method) (psyneulink.core.components.functions.transferfunctions.Linear method) (psyneulink.core.components.functions.transferfunctions.Logistic method) (psyneulink.core.components.functions.transferfunctions.ReLU method) (psyneulink.core.components.functions.transferfunctions.SoftMax method) (psyneulink.core.components.functions.transferfunctions.Tanh method) (psyneulink.core.components.functions.transformfunctions.Concatenate method) (psyneulink.core.components.functions.transformfunctions.LinearCombination method) device (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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.transferfunctions.TransferWithCosts method) disable_learning (psyneulink.core.compositions.composition.Composition attribute) DISCARD (psyneulink.core.scheduling.condition.Operation 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.autodiffcomposition.AutodiffComposition method) (psyneulink.library.compositions.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.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.transferfunctions.CostFunctions attribute) duration_cost (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) duration_cost_fct (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) duration_cost_fct_add_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) duration_cost_fct_mult_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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) 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) EMComposition (class in psyneulink.library.compositions.emcomposition) EMComposition.PytorchEMCompositionWrapper (class in psyneulink.library.compositions.emcomposition) EMCompositionError enable_controller (psyneulink.core.compositions.composition.Composition attribute) enable_costs() (psyneulink.core.components.functions.transferfunctions.TransferWithCosts method) enable_learning (psyneulink.library.compositions.emcomposition.EMComposition attribute) enabled_cost_functions (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) end (psyneulink.core.scheduling.condition.TimeInterval 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_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) execute_node() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) (psyneulink.library.compositions.emcomposition.EMComposition.PytorchEMCompositionWrapper 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.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_default (psyneulink.core.globals.parameters.Parameter attribute) FC (psyneulink.library.compositions.regressioncfa.PV attribute) FCC (psyneulink.library.compositions.regressioncfa.PV 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 attribute) field_weight_nodes (psyneulink.library.compositions.emcomposition.EMComposition attribute) field_weights (psyneulink.library.compositions.emcomposition.EMComposition attribute) fields (psyneulink.library.compositions.emcomposition.EMComposition attribute) FieldType (class in psyneulink.library.compositions.emcomposition) FitzHughNagumoIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) flags (psyneulink.core.globals.context.Context attribute) flags_string (psyneulink.core.globals.context.Context attribute) forward() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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.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.leabramechanism.LeabraMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism 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.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh 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.transferfunctions) GaussianDistort (class in psyneulink.core.components.functions.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_child() (psyneulink.core.scheduling.time.TimeScale class method) get_children_from_component() (psyneulink.core.compositions.composition.Graph 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_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_parent() (psyneulink.core.scheduling.time.TimeScale class method) get_parents_from_component() (psyneulink.core.compositions.composition.Graph 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_total_times_relative() (psyneulink.core.scheduling.time.TimeHistoryTree 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 (class in psyneulink.core.compositions.composition) graph (psyneulink.core.compositions.composition.Composition attribute) graph_processing (psyneulink.core.compositions.composition.Composition property) GraphStructureCondition (class in psyneulink.core.scheduling.condition) grid (psyneulink.core.components.functions.optimizationfunctions.GridSearch attribute) GridSearch (class in psyneulink.core.components.functions.optimizationfunctions) H handle_external_context() (in module psyneulink.core.globals.context) 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_layers (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) hidden_size (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism 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.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) 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 method) 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 (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) INITIALIZATION (psyneulink.core.globals.log.LogCondition attribute) initialization_status (psyneulink.core.components.component.Component attribute) initialize() (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base method) (psyneulink.core.compositions.composition.Composition method) (psyneulink.library.compositions.regressioncfa.RegressionCFA method) initialize_priors() (psyneulink.core.components.functions.learningfunctions.BayesGLM method) INITIALIZED (psyneulink.core.globals.context.ContextFlags attribute) initializer (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.globals.parameters.Parameter attribute) initializers (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) INITIALIZING (psyneulink.core.globals.context.ContextFlags attribute) INPUT (psyneulink.core.compositions.composition.NodeRole attribute) input (psyneulink.core.compositions.pathway.Pathway attribute) INPUT (psyneulink.core.compositions.pathway.PathwayRole attribute) input_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) input_CIM (psyneulink.core.compositions.composition.Composition attribute) input_CIM_ports (psyneulink.core.compositions.composition.Composition attribute) input_labels_dict (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) input_nodes (psyneulink.library.compositions.emcomposition.EMComposition attribute) input_port (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.compositions.composition.Composition property) input_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.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.objectivefunctions.Entropy attribute) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) input_size (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) input_source (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) input_specification (psyneulink.core.compositions.composition.Composition attribute) input_values (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.compositions.composition.Composition property) InputPort (class in psyneulink.core.components.ports.inputport) InputPortError instantiate_matrix() (psyneulink.core.components.functions.transformfunctions.MatrixTransform method) integration_method (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) integration_rate (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) integrator_function (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) 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.transferfunctions.CostFunctions attribute) intensity (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) (psyneulink.core.components.ports.modulatorysignals.gatingsignal.GatingSignal attribute) intensity_cost (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) intensity_cost_fct (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) intensity_cost_fct_add_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) intensity_cost_fct_mult_param (psyneulink.core.components.functions.transferfunctions.TransferWithCosts attribute) intensity_cost_function (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) InteractiveActivationIntegrator (class in psyneulink.core.components.functions.stateful.integratorfunctions) intercept (psyneulink.core.components.functions.transferfunctions.Linear attribute) INTERNAL (psyneulink.core.compositions.composition.NodeRole attribute) (psyneulink.core.compositions.pathway.PathwayRole attribute) internal_only (psyneulink.core.components.ports.inputport.InputPort attribute) INTERSECTION (psyneulink.core.scheduling.condition.Operation attribute) INVERSE_DIFFERENCE (psyneulink.core.scheduling.condition.Operation attribute) is_converged (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) is_finished() (psyneulink.core.components.component.Component method) (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism method) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM method) is_nested (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.composition.Composition property) is_satisfied() (psyneulink.core.scheduling.condition.Condition method) iteration (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) J JustRan (class in psyneulink.core.scheduling.condition) K KEEP (psyneulink.core.scheduling.condition.Operation attribute) key_size (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) KL_DIV (psyneulink.core.globals.keywords.Loss attribute) Kohonen (class in psyneulink.core.components.functions.learningfunctions) KohonenError KohonenMechanism (class in psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism) L L0 (psyneulink.core.globals.keywords.Loss attribute) label (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.ports.outputport.OutputPort attribute) labeled_input_values (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) labeled_output_values (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base property) labels (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector.self attribute) Lambda_n (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) Lambda_prior (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) last_allocation (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) last_intensity (psyneulink.core.components.ports.modulatorysignals.controlsignal.ControlSignal attribute) last_loaded_weights (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) last_saved_weights (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) LCAError LCAMechanism (class in psyneulink.library.components.mechanisms.processing.transfer.lcamechanism) LCControlMechanism (class in psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism) LCControlMechanismError LeabraError LeabraFunction (class in psyneulink.library.components.mechanisms.processing.leabramechanism) LeabraMechanism (class in psyneulink.library.components.mechanisms.processing.leabramechanism) leak (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.transferfunctions.ReLU 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 method) learn_field_weights (psyneulink.library.compositions.emcomposition.EMComposition 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 (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.compositions.pathway.Pathway attribute) learning_condition (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) learning_enabled (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) learning_function (psyneulink.core.compositions.pathway.Pathway attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) learning_mechanism (psyneulink.core.components.projections.pathway.mappingprojection.MappingProjection attribute) (psyneulink.library.components.mechanisms.processing.transfer.kohonenmechanism.KohonenMechanism attribute) (psyneulink.library.components.mechanisms.processing.transfer.recurrenttransfermechanism.RecurrentTransferMechanism attribute) LEARNING_MODE (psyneulink.core.globals.context.ContextFlags attribute) LEARNING_OBJECTIVE (psyneulink.core.compositions.composition.NodeRole attribute) learning_objective (psyneulink.core.compositions.pathway.Pathway attribute) learning_projections (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) learning_rate (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 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.transferfunctions) LinearCombination (class in psyneulink.core.components.functions.transformfunctions) LLVM (psyneulink.core.llvm.__init__.ExecutionMode attribute) LLVMExec (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 method) log_values() (psyneulink.core.components.component.Component method) LogCondition (class in psyneulink.core.globals.log) LogError loggable (psyneulink.core.globals.parameters.Parameter attribute) loggable_components (psyneulink.core.globals.log.Log attribute) (psyneulink.core.globals.log.Log property) loggable_items (psyneulink.core.components.component.Component property) (psyneulink.core.globals.log.Log attribute) (psyneulink.core.globals.log.Log property) LOGGED (psyneulink.core.compositions.report.ReportParams attribute) logged_items (psyneulink.core.components.component.Component property) (psyneulink.core.globals.log.Log attribute) (psyneulink.core.globals.log.Log property) Logistic (class in psyneulink.core.components.functions.transferfunctions) long_term_bias (psyneulink.core.components.functions.stateful.integratorfunctions.DualAdaptiveIntegrator attribute) 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.transferfunctions.SoftMax attribute) MaskedMappingProjection (class in psyneulink.library.components.projections.pathway.maskedmappingprojection) MaskedMappingProjectionError match_nodes (psyneulink.library.compositions.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_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 attribute) (psyneulink.library.compositions.emcomposition.EMComposition.PytorchEMCompositionWrapper property) memory_capacity (psyneulink.library.compositions.emcomposition.EMComposition attribute) memory_decay_rate (psyneulink.library.compositions.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_loss (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) minibatch_loss_count (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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.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.transferfunctions 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.keywords psyneulink.core.globals.log psyneulink.core.globals.parameters psyneulink.core.globals.preferences.preferenceset 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.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 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.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.transferfunctions.Angle attribute) (psyneulink.core.components.functions.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Identity attribute) (psyneulink.core.components.functions.transferfunctions.Linear attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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) names (psyneulink.core.components.ports.outputport.StandardOutputPorts attribute) 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) 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) nodes_map (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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) NONE (psyneulink.core.components.functions.transferfunctions.CostFunctions attribute) (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 attribute) normalize_memories (psyneulink.library.compositions.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) 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.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.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.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) 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) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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.transferfunctions.SoftMax attribute) OUTPUT (psyneulink.core.compositions.composition.NodeRole attribute) output (psyneulink.core.compositions.pathway.Pathway attribute) OUTPUT (psyneulink.core.compositions.pathway.PathwayRole 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_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.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.transferfunctions.Angle attribute) (psyneulink.core.components.functions.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Identity attribute) (psyneulink.core.components.functions.transferfunctions.Linear attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout 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.compositions.parameterestimationcomposition.ParameterEstimationComposition attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition 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.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.transferfunctions.TransferWithCosts attribute) (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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.transferfunctions.SoftMax 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) 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) 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.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.transferfunctions.Angle attribute) (psyneulink.core.components.functions.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Identity attribute) (psyneulink.core.components.functions.transferfunctions.Linear attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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) projections_map (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) propensity (psyneulink.core.components.functions.function.ArgumentTherapy attribute), [1] prune_feedback_edges() (psyneulink.core.compositions.composition.Graph method) 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.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.transferfunctions 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.keywords module psyneulink.core.globals.log module psyneulink.core.globals.parameters module psyneulink.core.globals.preferences.preferenceset 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.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 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 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 attribute) Q quarter_size (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) query_and_value_input_nodes (psyneulink.library.compositions.emcomposition.EMComposition attribute) query_input_nodes (psyneulink.library.compositions.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.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.core.components.functions.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort 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] rate (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.functions.transferfunctions.Exponential attribute) read_only (psyneulink.core.globals.parameters.Parameter attribute) 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_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) 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.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.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) reset_grid() (psyneulink.core.components.functions.optimizationfunctions.OptimizationFunction method) 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_for_psyneulink() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) retain_losses() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) retain_old_simulation_data (psyneulink.core.compositions.composition.Composition attribute) (psyneulink.core.globals.parameters.Parameter attribute) retain_results() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) retain_targets() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) 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) retain_trained_outputs() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) retained_losses (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) retained_results (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) retained_targets (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) retained_trained_outputs (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper 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 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.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.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_log_conditions() (psyneulink.core.components.component.Component method) (psyneulink.core.globals.log.Log 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) 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.transferfunctions.Linear attribute) SoftMax (class in psyneulink.core.components.functions.transferfunctions) softmax_choice (psyneulink.library.compositions.emcomposition.EMComposition attribute) softmax_gain (psyneulink.library.compositions.emcomposition.EMComposition attribute) softmax_gain_control_node (psyneulink.library.compositions.emcomposition.EMComposition attribute) softmax_node (psyneulink.library.compositions.emcomposition.EMComposition attribute) softmax_threshold (psyneulink.library.compositions.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.transferfunctions.Gaussian 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) start_inclusive (psyneulink.core.scheduling.condition.TimeInterval attribute) (psyneulink.core.scheduling.condition.TimeTermination attribute) starting_point (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) starting_value (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) state (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism property) state_dict (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) state_distal_sources_and_destinations_dict (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism property) state_feature_default (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) state_feature_function (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) state_feature_sources (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism property) state_feature_values (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) state_features (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism property) state_input_ports (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) stateful (psyneulink.core.globals.parameters.Parameter attribute) stateful_attributes (psyneulink.core.components.functions.stateful.statefulfunction.StatefulFunction attribute) stateful_nodes (psyneulink.core.compositions.composition.Composition property) stateful_parameters (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.component.Component property) (psyneulink.core.compositions.composition.Composition property) StatefulFunction (class in psyneulink.core.components.functions.stateful.statefulfunction) step_size (psyneulink.core.components.functions.optimizationfunctions.GradientOptimization attribute) storage_node (psyneulink.library.compositions.emcomposition.EMComposition attribute) storage_prob (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory attribute) (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) (psyneulink.library.compositions.emcomposition.EMComposition attribute) store() (psyneulink.core.components.functions.stateful.memoryfunctions.ContentAddressableMemory method) store_memory() (psyneulink.library.compositions.emcomposition.EMComposition.PytorchEMCompositionWrapper method) string (psyneulink.core.globals.context.Context attribute) structural_condition_order (psyneulink.core.scheduling.condition.ConditionSet attribute) SYMMETRIC_DIFFERENCE (psyneulink.core.scheduling.condition.Operation attribute) synch_node_values_with_torch (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) synch_node_variables_with_torch (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) synch_projection_matrices_with_torch (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) synch_results_with_torch (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) synch_with_psyneulink() (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper method) T t (psyneulink.core.scheduling.condition.TimeTermination attribute) t_0 (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) t_0_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) Tanh (class in psyneulink.core.components.functions.transferfunctions) TARGET (psyneulink.core.compositions.composition.NodeRole attribute) target (psyneulink.core.compositions.pathway.Pathway attribute) (psyneulink.library.components.mechanisms.processing.objective.comparatormechanism.ComparatorMechanism attribute) (psyneulink.library.components.mechanisms.processing.objective.predictionerrormechanism.PredictionErrorMechanism attribute) target_activity (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) target_end (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) target_fields (psyneulink.library.compositions.emcomposition.EMComposition attribute) target_size (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) target_start (psyneulink.library.components.mechanisms.processing.transfer.contrastivehebbianmechanism.ContrastiveHebbianMechanism attribute) TDLearning (class in psyneulink.core.components.functions.learningfunctions) TERMINAL (psyneulink.core.compositions.composition.NodeRole attribute) (psyneulink.core.compositions.pathway.PathwayRole attribute) termination_comparison_op (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) termination_conds (psyneulink.core.scheduling.scheduler.Scheduler attribute) termination_measure (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) termination_measure_value (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) termination_threshold (psyneulink.core.components.mechanisms.processing.transfermechanism.TransferMechanism attribute) terms (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) TERSE (psyneulink.core.compositions.report.ReportOutput attribute) Threshold (class in psyneulink.core.scheduling.condition) threshold (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) (psyneulink.core.scheduling.condition.Threshold attribute) threshold_FitzHughNagumo (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 (psyneulink.core.components.functions.stateful.integratorfunctions.DriftDiffusionIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.DriftOnASphereIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.LeakyCompetingIntegrator attribute) (psyneulink.core.components.functions.stateful.integratorfunctions.OrnsteinUhlenbeckIntegrator attribute) (psyneulink.library.components.mechanisms.processing.transfer.lcamechanism.LCAMechanism attribute) time_step_size_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) TimeHistoryTree (class in psyneulink.core.scheduling.time) TimeInterval (class in psyneulink.core.scheduling.condition) TimeScale (class in psyneulink.core.scheduling.time) TimeTermination (class in psyneulink.core.scheduling.condition) toggle_cost() (psyneulink.core.components.functions.transferfunctions.TransferWithCosts method) torch_losses (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) torch_targets (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) torch_trained_outputs (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition attribute) total_times (psyneulink.core.scheduling.time.TimeHistoryTree attribute) training_flag (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraMechanism attribute) transfer_fct (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.transferfunctions.TransferWithCosts attribute) TransferError TransferFunction (class in psyneulink.core.components.functions.transferfunctions) TransferMechanism (class in psyneulink.core.components.mechanisms.processing.transfermechanism) TransferWithCosts (class in psyneulink.core.components.functions.transferfunctions) TRIAL (psyneulink.core.globals.log.LogCondition attribute) (psyneulink.core.scheduling.time.TimeScale attribute) U uncorrelated_activity (psyneulink.core.components.functions.stateful.integratorfunctions.FitzHughNagumoIntegrator attribute) uncorrelated_activity_FitzHughNagumo (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) UniformDist (class in psyneulink.core.components.functions.distributionfunctions) UniformToNormalDist (class in psyneulink.core.components.functions.distributionfunctions) UNINITIALIZED (psyneulink.core.globals.context.ContextFlags attribute) UNION (psyneulink.core.scheduling.condition.Operation attribute) unit (psyneulink.core.scheduling.condition.TimeInterval attribute) (psyneulink.core.scheduling.condition.TimeTermination attribute) update_vector() (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector method) update_weights (psyneulink.library.compositions.regressioncfa.RegressionCFA attribute) (psyneulink.library.compositions.regressioncfa.RegressionCFA.Parameters attribute) USE_PREFS (psyneulink.core.compositions.report.ReportOutput attribute) (psyneulink.core.compositions.report.ReportParams attribute) user (psyneulink.core.globals.parameters.Parameter attribute) UserDefinedFunction (class in psyneulink.core.components.functions.userdefinedfunction) V val_size (psyneulink.core.components.functions.stateful.memoryfunctions.DictionaryMemory attribute) valid_types (psyneulink.core.globals.parameters.Parameter attribute) VALIDATING (psyneulink.core.globals.context.ContextFlags attribute) VALIDATION (psyneulink.core.globals.log.LogCondition attribute) value (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.control.optimizationcontrolmechanism.OptimizationControlMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism 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.controlprojection.ControlProjection attribute) (psyneulink.core.components.projections.modulatory.gatingprojection.GatingProjection attribute) (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) (psyneulink.library.components.mechanisms.modulatory.control.agt.lccontrolmechanism.LCControlMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) value_input_nodes (psyneulink.library.compositions.emcomposition.EMComposition attribute) value_label (psyneulink.core.components.ports.port.Port_Base property) values (psyneulink.core.globals.parameters.Parameter attribute) values() (psyneulink.core.globals.parameters.Defaults method) variable (psyneulink.core.components.component.Component attribute) (psyneulink.core.components.functions.distributionfunctions.DriftDiffusionAnalytical 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.LearningFunction attribute) (psyneulink.core.components.functions.learningfunctions.Reinforcement 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.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.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.transferfunctions.Angle attribute) (psyneulink.core.components.functions.transferfunctions.BinomialDistort attribute) (psyneulink.core.components.functions.transferfunctions.Dropout attribute) (psyneulink.core.components.functions.transferfunctions.Exponential attribute) (psyneulink.core.components.functions.transferfunctions.Gaussian attribute) (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) (psyneulink.core.components.functions.transferfunctions.Identity attribute) (psyneulink.core.components.functions.transferfunctions.Linear attribute) (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.ReLU attribute) (psyneulink.core.components.functions.transferfunctions.SoftMax attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) (psyneulink.core.components.functions.transferfunctions.TransferWithCosts 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.mechanisms.mechanism.Mechanism_Base attribute) (psyneulink.core.components.mechanisms.modulatory.gating.gatingmechanism.GatingMechanism attribute) (psyneulink.core.components.mechanisms.modulatory.learning.learningmechanism.LearningMechanism 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.outputport.OutputPort.Parameters attribute) (psyneulink.core.components.ports.parameterport.ParameterPort attribute) (psyneulink.core.components.ports.port.Port_Base attribute) (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.projection.Projection_Base attribute) (psyneulink.library.components.mechanisms.modulatory.learning.autoassociativelearningmechanism.AutoAssociativeLearningMechanism attribute) (psyneulink.library.components.mechanisms.processing.integrator.ddm.DDM attribute) (psyneulink.library.components.mechanisms.processing.leabramechanism.LeabraFunction attribute) variance (psyneulink.core.components.functions.transferfunctions.GaussianDistort attribute) vector (psyneulink.library.compositions.regressioncfa.RegressionCFA.PredictionVector attribute) vertices (psyneulink.core.compositions.composition.Graph attribute) W WaldDist (class in psyneulink.core.components.functions.distributionfunctions) weight (psyneulink.core.components.ports.inputport.InputPort attribute) (psyneulink.core.components.projections.projection.Projection_Base attribute) weight_change_matrix (psyneulink.core.components.projections.modulatory.learningprojection.LearningProjection attribute) weighted_match_nodes (psyneulink.library.compositions.emcomposition.EMComposition attribute) weights (psyneulink.core.components.functions.transformfunctions.CombineMeans attribute) (psyneulink.core.components.functions.transformfunctions.LinearCombination attribute) weights_sample (psyneulink.core.components.functions.learningfunctions.BayesGLM attribute) When (in module psyneulink.core.scheduling.condition) WhenFinished (class in psyneulink.core.scheduling.condition) WhenFinishedAll (class in psyneulink.core.scheduling.condition) WhenFinishedAny (class in psyneulink.core.scheduling.condition) While (class in psyneulink.core.scheduling.condition) WhileNot (class in psyneulink.core.scheduling.condition) WithNode (class in psyneulink.core.scheduling.condition) wrapped_nodes (psyneulink.library.compositions.autodiffcomposition.AutodiffComposition.PytorchCompositionWrapper attribute) X x_0 (psyneulink.core.components.functions.transferfunctions.Logistic attribute) (psyneulink.core.components.functions.transferfunctions.Tanh attribute) Z ZEROS_MATRIX (psyneulink.core.globals.keywords.MatrixKeywords attribute)