Index

_

__call__() (ArrayDataSource method) (ConstantDataSource method) (ConstantForecaster method) (ConstraintScenario method) (CostScenario method) (DataSource method) (EvalMetric method) (Forecaster method) (IdentityTransform method) (LookBackForecaster method) (MeanAbsoluteError method) (MeanAbsolutePercentageError method) (MeanAccuracy method) (MeanCrossEntropy method) (MeanSquaredError method) (NNForecaster method) (NoisyForecaster method) (PandasDataSource method) (PerfectKnowledgeForecaster method) (PersistenceForecaster method) (RootMeanSquaredError method) (SklearnScalerTransform method) (Transformation method) __repr__() (DataSplitType method) (ModelHistory method) _add_constraints() (ModelEntity method) (Node method) _add_model_element() (ModelEntity method) _augment_model_elements() (ModelEntity class method) (Node class method) _check_alg_config() (MAPPOTrainer method) (RLControllerMA method) _check_config() (ModelEntity method) _clip_obs() (DataProvider method) _denormalize_action() (ControlEnv method) _denormalize_input() (BaseController method) _expand_robust_constraint() (RobustConstraintBuilder method) _filter_observed_features() (DataProvider method) _get_action_space() (ControlEnv method) _get_additional_constraints() (Bus method) (ConventionalGenWithRateConstraints method) (EnergyCommunity method) (ESS method) (EV method) (EVData method) (Node method) (RenewableGenCurtail method) (RTPricedBus method) (TradingBus method) _get_bounds_for_uncertain_param() (RobustConstraintBuilder method) _get_coalitions() (BaseShapleySimulator method) _get_coalitions_for_i() (BaseShapleySimulator method) _get_cost_for_coalition() (BaseShapleySimulator method) _get_current_obs_and_forecast() (DataProvider method) _get_dynamic_fcn() (ConventionalGenWithRateConstraints method) (ESS method) (ESSLinear method) (EV method) (EVData method) (HeatPumpWithoutStorageButCOP method) (Node method) _get_grand_coalition() (BaseShapleySimulator method) _get_internal_power_balance_constraints() (Bus method) (ExternalGrid method) (TradingBus method) (TradingBusLinear method)

_get_item() (NStepAhead method) _get_model_elements() (BasicLine class method) (Bus class method) (Calendar class method) (CarbonAwareTradingBus class method) (CarbonAwareTradingBusLinear class method) (Component class method) (ConventionalGen class method) (ConventionalGenWithRateConstraints class method) (EnergyCommunity class method) (ESS class method) (ESSLinear class method) (EV class method) (EVData class method) (HeatPumpWithoutStorageButCOP class method) (Load class method) (ModelEntity class method) (RenewableGen class method) (RenewableGenCurtail class method) (RTPricedBus class method) (RTPricedBusLinear class method) (System class method) (TradingBus class method) (TradingBusLinear class method) _get_normalized_action_space() (ControlEnv method) _get_observation_space() (ControlEnv method) _get_robust_variables() (RobustConstraintBuilder method) _get_scenario_bound_constraints() (RobustConstraintBuilder method) _get_scenario_vars() (RobustConstraintBuilder method) _get_shapleys() (BaseShapleySimulator method) _get_sub_coalition() (BaseShapleySimulator method) _index_entities() (BaseController method) _is_done() (ControlEnv method) _make_sys_perfect_knowledge() (UncertaintyAwareShapleySimulator method) _on_rollout_end() (MARLBaseCallback method) (SafetyCallback method) (WandBSafetyCallback method) _on_step() (MARLBaseCallback method) (MARLWandBCallback method) (SafetyCallback method) _on_training_end() (MARLWandBCallback method) _parse_alg_config() (MAPPOTrainer method) _parse_out_var() (MIPExpressionBuilder method) _parse_var() (MIPExpressionBuilder method) _run() (DeploymentRunner method) (MAPPOTrainer method) (SingleAgentTrainer method) _sample_config() (Factory method) _set_bus_constraint() (DCPowerFlowModel method) (PowerFlowModel method) _set_device() (MAPPOTrainer method) _set_line_constraint() (DCPowerFlowModel method) (PowerFlowModel method) _set_sys_constraints() (DCPowerFlowModel method) (PowerBalanceModel method) (PowerFlowModel method) _solve_1_norm() (POIKCostAllocator method) _solve_inf_norm() (POIKCostAllocator method) _solve_p_norm() (POIKCostAllocator method) _step_solution() (Node method) _unmodeled_updates() (EV method) (Node method) _unpack_obs() (MultiAgentWrapper method) (SingleAgentWrapper method) _update_data() (Node method) _update_state() (Node method)

A

act_array_to_dict() (BaseController method) act_space_dict_to_list() (MultiAgentWrapper method) action_distance() (ActionReplacementWithOptSafetyLayer method) ActionProjectionSafetyLayer (class in commonpower.control.safety_layer.safety_layers) ActionReplacementWithOptSafetyLayer (class in commonpower.control.safety_layer.safety_layers) add_additional_constraints() (BaseRobustCost method) (WorstCaseRobustCost method) add_component_template() (Factory method) add_data_provider() (ModelEntity method) add_entity() (BaseController method) add_line() (System method) add_node() (Component method) (EnergyCommunity method) (ExternalGrid method) (Node method) (System method) (TradingBus method) (TradingBusLinear method)

add_system() (BaseController method) add_to_model() (ModelElement method) (ModelEntity method) (Node method) (PowerFlowModel method) (System method) adjust_index() (DatasetSplit method) (DatePeriodFractionalSplit method) (SimpleFractionalSplit method) allocate() (CostAllocator method) (POIKCostAllocator method) apply_to_column() (PandasDataSource method) ArrayDataSource (class in commonpower.data_forecasting.data_sources) ArrayParser (class in commonpower.control.parsing) attach_node() (Factory method)

B

BaseController (class in commonpower.control.controllers) BaseLogger (class in commonpower.control.logging_utils.loggers) BaseParser (class in commonpower.control.parsing) BasePenalty (class in commonpower.control.safety_layer.penalties) BaseRobustCost (class in commonpower.modeling.robust_cost) BaseRunner (class in commonpower.control.runners) BaseSafetyLayer (class in commonpower.control.safety_layer.safety_layers) BaseShapleySimulator (class in commonpower.extensions.cost_allocation)

BaseTrainer (class in commonpower.control.runners) BasicLine (class in commonpower.models.lines) Benchmark (class in commonpower.benchmark.benchmark) BenchmarkFileStorage (class in commonpower.benchmark.storage) BenchmarkMongoStorage (class in commonpower.benchmark.storage) BenchmarkStorage (class in commonpower.benchmark.storage) BenchmarkStorageFactory (class in commonpower.benchmark.storage) Bus (class in commonpower.core)

C

Calendar (class in commonpower.models.components) CalendarDataSource (class in commonpower.data_forecasting.data_sources) CarbonAwareTradingBus (class in commonpower.models.buses) CarbonAwareTradingBusLinear (class in commonpower.models.buses) clip_to_bounds() (BaseController method) clone_from_top_level_nodes() (in module commonpower.control.util) collect() (MAPPOTrainer method) commonpower module commonpower.benchmark module commonpower.benchmark.benchmark module commonpower.benchmark.storage module commonpower.control module commonpower.control.configs module commonpower.control.configs.algorithms module commonpower.control.controllers module commonpower.control.environments module commonpower.control.logging_utils module commonpower.control.logging_utils.callbacks module commonpower.control.logging_utils.loggers module commonpower.control.observation_handling module commonpower.control.parsing module commonpower.control.runners module commonpower.control.safety_layer module commonpower.control.safety_layer.penalties module commonpower.control.safety_layer.safety_layers module commonpower.control.util module commonpower.control.wrappers module commonpower.core module commonpower.data_forecasting module commonpower.data_forecasting.base module commonpower.data_forecasting.data_generators module commonpower.data_forecasting.data_sources module commonpower.data_forecasting.forecasters module commonpower.data_forecasting.nn_forecasting module commonpower.data_forecasting.nn_forecasting.data_splitting module commonpower.data_forecasting.nn_forecasting.dataset_wrappers module commonpower.data_forecasting.nn_forecasting.eval_metrics module commonpower.data_forecasting.nn_forecasting.models module commonpower.data_forecasting.nn_forecasting.nn_forecasting module commonpower.data_forecasting.nn_forecasting.transform module commonpower.extensions module commonpower.extensions.cost_allocation module commonpower.extensions.factories module commonpower.extensions.network_import module

commonpower.modeling module commonpower.modeling.base module commonpower.modeling.history module commonpower.modeling.mip_builder module commonpower.modeling.param_initialization module commonpower.modeling.robust_constraints module commonpower.modeling.robust_cost module commonpower.modeling.util module commonpower.models module commonpower.models.buses module commonpower.models.components module commonpower.models.lines module commonpower.models.powerflow module commonpower.utils module commonpower.utils.cp_exceptions module commonpower.utils.default_solver module commonpower.utils.helpers module commonpower.utils.tuple_db module Component (class in commonpower.core) compute() (MAPPOTrainer method) compute_control_input() (BaseController method) (OptimalController method) (RLBaseController method) compute_cost() (Node method) (System method) compute_safe_action() (ActionReplacementWithOptSafetyLayer method) (BaseSafetyLayer method) CONSTANT (ElementTypes attribute) ConstantDataSource (class in commonpower.data_forecasting.data_sources) ConstantForecaster (class in commonpower.data_forecasting.forecasters) ConstantInitializer (class in commonpower.modeling.param_initialization) ConstantPenalty (class in commonpower.control.safety_layer.penalties) CONSTRAINT (ElementTypes attribute) ConstraintScenario (class in commonpower.modeling.robust_constraints) ControlEnv (class in commonpower.control.environments) ControllableModelEntity (class in commonpower.modeling.base) ControllerError ConventionalGen (class in commonpower.models.components) ConventionalGenWithRateConstraints (class in commonpower.models.components) COST (ElementTypes attribute) cost_fcn() (CarbonAwareTradingBus method) (CarbonAwareTradingBusLinear method) (ConventionalGen method) (ConventionalGenWithRateConstraints method) (EnergyCommunity method) (ESS method) (EV method) (EVData method) (HeatPumpWithoutStorageButCOP method) (ModelEntity method) (Node method) (OptSelfSufficiencyNode method) (RTPricedBus method) (RTPricedBusLinear method) (System method) (TradingBus method) (TradingBusLinear method) CostAllocator (class in commonpower.extensions.cost_allocation) CostScenario (class in commonpower.modeling.robust_cost) create_env_func() (System method) create_time_features() (PandasDataSource method) CSVDataSource (class in commonpower.data_forecasting.data_sources) ctrl_dict_to_list() (in module commonpower.control.wrappers)

D

DATA (ElementTypes attribute) DataProvider (class in commonpower.data_forecasting.base) DatasetSplit (class in commonpower.data_forecasting.nn_forecasting.data_splitting) DatasetWrapper (class in commonpower.data_forecasting.nn_forecasting.dataset_wrappers) DataSource (class in commonpower.data_forecasting.base) DataSplitType (class in commonpower.data_forecasting.nn_forecasting.data_splitting) DatePeriodFractionalSplit (class in commonpower.data_forecasting.nn_forecasting.data_splitting) DCPowerFlowModel (class in commonpower.models.powerflow)

DEFAULT_SOLVER_OPTIONS (in module commonpower.utils.default_solver) delete() (BenchmarkMongoStorage method) DeploymentRunner (class in commonpower.control.runners) DeploymentWrapper (class in commonpower.control.wrappers) detach() (BaseController method) detach_controller() (ControllableModelEntity method) DictParser (class in commonpower.control.parsing) DistanceDependingPenalty (class in commonpower.control.safety_layer.penalties)

E

ElementTypes (class in commonpower.modeling.base) empty_copy() (DataProvider method) (Line method) (Node method) (OptimalController method) (PowerFlowModel method) (System method) EnergyCommunity (class in commonpower.models.buses) enforce_value() (MIPExpressionBuilder method)

EntityError ESS (class in commonpower.models.components) ESSLinear (class in commonpower.models.components) EV (class in commonpower.models.components) eval() (MAPPOTrainer method) EvalMetric (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) EVData (class in commonpower.models.components) EVDataGenerator (class in commonpower.data_forecasting.data_generators) expand_robust_constraints() (RobustConstraintBuilder method) ExternalGrid (class in commonpower.models.buses)

F

Factory (class in commonpower.extensions.factories) fill_topology() (Factory method) filter_for_element_names() (ModelHistory method) filter_for_entities() (ModelHistory method) filter_for_entity_types() (ModelHistory method) filter_for_time_index() (ModelHistory method) filter_for_time_period() (ModelHistory method) filter_history_for_time_period() (BaseController method) finish_logging() (MARLWandBLogger method) (WandBLogger method) finish_run() (BaseRunner method) (MAPPOTrainer method) (SingleAgentTrainer method) fit() (IdentityTransform method) (SklearnScalerTransform method) (Transformation method)

fix_inputs() (ControllableModelEntity method) flatten() (TimedeltaHandler method), [1] flatten_obs() (BaseController method) Forecaster (class in commonpower.data_forecasting.base) forward() (NNModule method) (SimpleLSTM method) (SimpleMLP method) (SimpleTransformer method) from_and() (MIPExpressionBuilder method) from_geq() (MIPExpressionBuilder method) from_gt() (MIPExpressionBuilder method) from_not() (MIPExpressionBuilder method) from_or() (MIPExpressionBuilder method)

G

generate_constant_schedule() (EVDataGenerator method) generate_households() (Factory method) get_adjusted_cost() (in module commonpower.utils.helpers) get_adjusted_obs() (ObservationHandler method) get_all_data_providers() (System method) get_callback() (MARLTensorboardLogger method) (MARLWandBLogger method) get_controllers() (System method) get_correction_penalty() (BasePenalty method) (ConstantPenalty method) (DistanceDependingPenalty method) (NoPenalty method) get_cost() (BaseController method) get_date_range() (ArrayDataSource method) (ConstantDataSource method) (DataProvider method) (DataSource method) (PandasDataSource method) get_default_solver() (in module commonpower.utils.default_solver) get_element_from_model() (in module commonpower.modeling.util) get_first_level_non_structure_nodes() (System method) get_history_for_element() (ModelHistory method) get_id() (BaseController method) get_init_val() (ConstantInitializer method) (IterableInitializer method) (ParamInitializer method) (RangeInitializer method) get_input_ids() (ControllableModelEntity method)

get_input_space() (BaseController method) get_inputs() (ControllableModelEntity method) get_limits() (ArrayDataSource method) (ConstantDataSource method) (DataSource method) (PandasDataSource method) get_log_function() (MARLTensorboardLogger method) (MARLWandBLogger method) get_nodes() (BaseController method) get_objective_fcn() (OptimalController method) get_obs_mask() (ObservationHandler method) get_observation_space() (ObservationHandler method) get_parser() (ParserFactory method) get_penalty() (ActionReplacementWithOptSafetyLayer method) get_pyomo_element() (ModelEntity method) get_pyomo_element_id() (ModelEntity method) get_self_as_pyomo_block() (ModelEntity method) get_storage() (BenchmarkStorageFactory method) (BenchmarkStorageFactory static method) get_top_level_nodes() (BaseController method) get_train_val_loaders() (NNForecaster method) get_value() (ModelEntity method) get_variables() (ArrayDataSource method) (ConstantDataSource method) (DataProvider method) (DataSource method) (PandasDataSource method) guaranteed_path() (in module commonpower.utils.helpers)

H

handle_data_sources() (BenchmarkFileStorage method) (BenchmarkMongoStorage method) (BenchmarkStorage method)

has_pyomo_element() (ModelEntity method) HeatPumpWithoutStorageButCOP (class in commonpower.models.components)

I

IdentityTransform (class in commonpower.data_forecasting.nn_forecasting.transform) import_net() (PandaPowerImporter method) info() (ModelEntity class method) init_callback() (MARLBaseCallback method) initialize() (BaseController method) (BaseRobustCost method) (BaseSafetyLayer method) (RLBaseController method) (System method) INPUT (ElementTypes attribute) input_range (Forecaster property) (NNForecaster property) (NoisyForecaster property) (PerfectKnowledgeForecaster property)

input_space() (ControllableModelEntity method) insert() (MAPPOTrainer method) InstanceError inverse() (IdentityTransform method) (SklearnScalerTransform method) (Transformation method) is_action_feasible() (ActionProjectionSafetyLayer method) (ActionReplacementWithOptSafetyLayer method) IterableInitializer (class in commonpower.modeling.param_initialization)

L

Line (class in commonpower.core) list_to_ctrl_dict() (in module commonpower.control.wrappers) ListParser (class in commonpower.control.parsing) Load (class in commonpower.models.components) load() (Benchmark class method) (BenchmarkFileStorage method) (BenchmarkMongoStorage method) (BenchmarkStorage method) (RLControllerMA method) (RLControllerSB3 method)

load_state_dict() (IdentityTransform method) (SklearnScalerTransform method) (Transformation method) LocalFileTupleDB (class in commonpower.utils.tuple_db) log() (ModelHistory method) log_function() (TensorboardLogger method) (WandBLogger method) log_train() (MAPPOTrainer method) LookBackForecaster (class in commonpower.data_forecasting.forecasters)

M

MAPPOBaseConfig (class in commonpower.control.configs.algorithms) MAPPOTrainer (class in commonpower.control.runners) MARLBaseCallback (class in commonpower.control.logging_utils.callbacks) MARLTensorboardLogger (class in commonpower.control.logging_utils.loggers) MARLWandBCallback (class in commonpower.control.logging_utils.callbacks) MARLWandBLogger (class in commonpower.control.logging_utils.loggers) MeanAbsoluteError (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) MeanAbsolutePercentageError (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) MeanAccuracy (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) MeanCrossEntropy (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) MeanSquaredError (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) MIPExpressionBuilder (class in commonpower.modeling.mip_builder) model_config (EvalMetric attribute) (MAPPOBaseConfig attribute) (MeanAbsoluteError attribute) (MeanAbsolutePercentageError attribute) (MeanAccuracy attribute) (MeanCrossEntropy attribute) (MeanSquaredError attribute) (RecordedRun attribute) (RLTuple attribute) (RootMeanSquaredError attribute) (SB3AlgorithmBaseConfig attribute) (SB3MetaConfig attribute) (SB3PPOConfig attribute) (SB3SACConfig attribute) (ShapleySimulationResult attribute) (TupleItem attribute) model_root() (in module commonpower.modeling.util) ModelElement (class in commonpower.modeling.base) ModelEntity (class in commonpower.modeling.base) ModelHistory (class in commonpower.modeling.history) module commonpower commonpower.benchmark commonpower.benchmark.benchmark commonpower.benchmark.storage commonpower.control commonpower.control.configs commonpower.control.configs.algorithms commonpower.control.controllers commonpower.control.environments commonpower.control.logging_utils commonpower.control.logging_utils.callbacks commonpower.control.logging_utils.loggers commonpower.control.observation_handling commonpower.control.parsing commonpower.control.runners commonpower.control.safety_layer commonpower.control.safety_layer.penalties commonpower.control.safety_layer.safety_layers commonpower.control.util commonpower.control.wrappers commonpower.core commonpower.data_forecasting commonpower.data_forecasting.base commonpower.data_forecasting.data_generators commonpower.data_forecasting.data_sources commonpower.data_forecasting.forecasters commonpower.data_forecasting.nn_forecasting commonpower.data_forecasting.nn_forecasting.data_splitting commonpower.data_forecasting.nn_forecasting.dataset_wrappers commonpower.data_forecasting.nn_forecasting.eval_metrics commonpower.data_forecasting.nn_forecasting.models commonpower.data_forecasting.nn_forecasting.nn_forecasting commonpower.data_forecasting.nn_forecasting.transform commonpower.extensions commonpower.extensions.cost_allocation commonpower.extensions.factories commonpower.extensions.network_import commonpower.modeling commonpower.modeling.base commonpower.modeling.history commonpower.modeling.mip_builder commonpower.modeling.param_initialization commonpower.modeling.robust_constraints commonpower.modeling.robust_cost commonpower.modeling.util commonpower.models commonpower.models.buses commonpower.models.components commonpower.models.lines commonpower.models.powerflow commonpower.utils commonpower.utils.cp_exceptions commonpower.utils.default_solver commonpower.utils.helpers commonpower.utils.tuple_db

MongoTupleDB (class in commonpower.utils.tuple_db) MultiAgentWrapper (class in commonpower.control.wrappers)

N

n_inputs() (ControllableModelEntity method) NativeShapleySimulator (class in commonpower.extensions.cost_allocation) NNForecaster (class in commonpower.data_forecasting.nn_forecasting.nn_forecasting) NNModule (class in commonpower.data_forecasting.nn_forecasting.models) Node (class in commonpower.core) NoisyForecaster (class in commonpower.data_forecasting.forecasters)

NominalCost (class in commonpower.modeling.robust_cost) None (BenchmarkFileStorage attribute) (BenchmarkStorage attribute) (TimedeltaHandler attribute) NoPenalty (class in commonpower.control.safety_layer.penalties) NStepAhead (class in commonpower.data_forecasting.nn_forecasting.dataset_wrappers)

O

obj_fcn() (BaseRobustCost method) (NominalCost method) (WeightedSumRobustCost method) (WorstCaseRobustCost method) obs_space_dict_to_list() (MultiAgentWrapper method) observation_bounds() (DataProvider method) observation_space() (ControllableModelEntity method) ObservationHandler (class in commonpower.control.observation_handling)

observe() (ControllableModelEntity method) (DataProvider method) (System method) on_rollout_end() (MARLBaseCallback method) on_step() (MARLBaseCallback method) on_training_end() (MARLBaseCallback method) on_training_start() (MARLBaseCallback method) OptimalController (class in commonpower.control.controllers) OptSelfSufficiencyNode (class in commonpower.models.buses)

P

PandaPowerImporter (class in commonpower.extensions.network_import) PandasDataSource (class in commonpower.data_forecasting.data_sources) ParamInitializer (class in commonpower.modeling.param_initialization) parse_action() (ArrayParser method) (BaseParser method) (DictParser method) (ListParser method) parse_obs() (ArrayParser method) (BaseParser method) (DictParser method) (ListParser method) ParserFactory (class in commonpower.control.parsing) PerfectKnowledgeForecaster (class in commonpower.data_forecasting.forecasters) PersistenceForecaster (class in commonpower.data_forecasting.forecasters) plot() (ModelHistory method)

POIKCostAllocator (class in commonpower.extensions.cost_allocation) PowerBalanceModel (class in commonpower.models.powerflow) PowerFlowModel (class in commonpower.core) pprint() (System method) predict_action() (RLBaseController method) (RLControllerMA method) (RLControllerSB3 method) predicted_cost_callback() (in module commonpower.control.util) prepare_model() (ActionProjectionSafetyLayer method) (ActionReplacementWithOptSafetyLayer method) prepare_run() (BaseRunner method) (BaseTrainer method) (DeploymentRunner method) (MAPPOTrainer method) (SingleAgentTrainer method)

R

RangeInitializer (class in commonpower.modeling.param_initialization) RecordedRun (class in commonpower.utils.tuple_db) RecordTransitionsWrapper (class in commonpower.control.wrappers) recursive_items() (in module commonpower.control.wrappers) register_controller() (ControllableModelEntity method) RenewableGen (class in commonpower.models.components) RenewableGenCurtail (class in commonpower.models.components) reset() (ControlEnv method) (DeploymentWrapper method) (ModelHistory method) (MultiAgentWrapper method) (Node method) (ObservationHandler method) (RecordTransitionsWrapper method) (SingleAgentWrapper method) (System method) reset_history() (BaseController method) (OptimalController method) (RLBaseController method)

restore() (TimedeltaHandler method), [1] rgetattr() (in module commonpower.utils.helpers) rhasattr() (in module commonpower.utils.helpers) rl_action_callback() (ControlEnv method) RLBaseController (class in commonpower.control.controllers) RLControllerMA (class in commonpower.control.controllers) RLControllerSB3 (class in commonpower.control.controllers) RLTuple (class in commonpower.utils.tuple_db) ROBUST_CONSTRAINT (ElementTypes attribute) RobustConstraintBuilder (class in commonpower.modeling.robust_constraints) RootMeanSquaredError (class in commonpower.data_forecasting.nn_forecasting.eval_metrics) rsetattr() (in module commonpower.utils.helpers) RTPricedBus (class in commonpower.models.buses) RTPricedBusLinear (class in commonpower.models.buses) run() (BaseRunner method) (Benchmark method), [1]

S

SafetyCallback (class in commonpower.control.logging_utils.callbacks) sample() (Sampler method) sample_start_date() (System method) Sampler (class in commonpower.extensions.factories) save() (BenchmarkFileStorage method) (BenchmarkMongoStorage method) (BenchmarkStorage method) (MAPPOTrainer method) (RLControllerMA method) (RLControllerSB3 method) save_model() (MARLWandBCallback method) SB3AlgorithmBaseConfig (class in commonpower.control.configs.algorithms) SB3MetaConfig (class in commonpower.control.configs.algorithms) SB3PPOConfig (class in commonpower.control.configs.algorithms) SB3SACConfig (class in commonpower.control.configs.algorithms) SET (ElementTypes attribute) set_action_from_model() (ActionReplacementWithOptSafetyLayer method) set_action_in_model() (ActionReplacementWithOptSafetyLayer method) set_as_stand_alone() (Bus method) set_as_structure_member() (Bus method) set_bus_template() (Factory method) set_id() (Node method) set_mode() (RLBaseController method) set_normalize_inputs() (RLBaseController method) set_obs_mask() (ObservationHandler method) set_perfect_knowledge() (DataProvider method) set_start_time() (BaseRunner method) set_value() (ModelEntity method) setup() (NNForecaster method)

ShapleySimulationResult (class in commonpower.extensions.cost_allocation) shift_time_series() (PandasDataSource method) SimpleFractionalSplit (class in commonpower.data_forecasting.nn_forecasting.data_splitting) SimpleLSTM (class in commonpower.data_forecasting.nn_forecasting.models) SimpleMLP (class in commonpower.data_forecasting.nn_forecasting.models) SimpleTransformer (class in commonpower.data_forecasting.nn_forecasting.models) simulate() (BaseShapleySimulator method) (NativeShapleySimulator method) (UncertaintyAwareShapleySimulator method) single_step_cost_callback() (in module commonpower.control.util) SingleAgentTrainer (class in commonpower.control.runners) SingleAgentWrapper (class in commonpower.control.wrappers) SklearnScalerTransform (class in commonpower.data_forecasting.nn_forecasting.transform) solve_model() (ActionReplacementWithOptSafetyLayer method) STATE (ElementTypes attribute) state_dict() (IdentityTransform method) (SklearnScalerTransform method) (Transformation method) step() (ControlEnv method) (DeploymentWrapper method) (MultiAgentWrapper method) (RecordTransitionsWrapper method) (SingleAgentWrapper method) (System method) store() (Benchmark method) StructureNode (class in commonpower.core) SubscriptableFloat (class in commonpower.modeling.util) sweep() (POIKCostAllocator method) System (class in commonpower.core) system_feasible() (BaseRunner method)

T

t2n() (in module commonpower.control.util) TensorboardLogger (class in commonpower.control.logging_utils.loggers) terminal_step() (System method) TimedeltaHandler (class in commonpower.benchmark.benchmark) to_datetime() (in module commonpower.utils.helpers) to_df() (ModelHistory method)

TradingBus (class in commonpower.models.buses) TradingBusLinear (class in commonpower.models.buses) train() (MAPPOTrainer method) Transformation (class in commonpower.data_forecasting.nn_forecasting.transform) TupleDB (class in commonpower.utils.tuple_db) TupleItem (class in commonpower.utils.tuple_db)

U

UncertaintyAwareShapleySimulator (class in commonpower.extensions.cost_allocation) unmodeled_update() (Node method) (System method) update() (Node method) (System method)

update_child_locals() (MARLBaseCallback method) update_data() (Node method) (System method) update_history() (RLBaseController method) update_locals() (MARLBaseCallback method) update_num_timesteps() (MARLBaseCallback method)

V

validate_controller() (Node method)

validate_data_providers() (Node method) VAR (ElementTypes attribute)

W

WandBLogger (class in commonpower.control.logging_utils.loggers) WandBSafetyCallback (class in commonpower.control.logging_utils.callbacks) warmup() (MAPPOTrainer method)

WeightedSumRobustCost (class in commonpower.modeling.robust_cost) with_model() (NNForecaster method) WorstCaseRobustCost (class in commonpower.modeling.robust_cost) WrapperStack (class in commonpower.control.wrappers)