Index

_

__eq__() (openstef_core.base_model.PydanticStringPrimitive method) __get_pydantic_core_schema__() (openstef_core.base_model.PydanticStringPrimitive class method) __hash__() (openstef_beam.analysis.AnalysisScope method) (openstef_core.base_model.PydanticStringPrimitive method) __init__() (openstef_beam.analysis.AnalysisPipeline method) (openstef_beam.analysis.VisualizationOutput method) (openstef_beam.backtesting.BacktestPipeline method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) (openstef_beam.benchmarking.BenchmarkComparisonPipeline method) (openstef_beam.benchmarking.BenchmarkPipeline method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) (openstef_beam.evaluation.EvaluationPipeline method) (openstef_beam.evaluation.Window method) (openstef_core.datasets.EnergyComponentDataset method) (openstef_core.datasets.ForecastDataset method) (openstef_core.datasets.ForecastInputDataset method) (openstef_core.datasets.mixins.DatasetMixin method) (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) (openstef_core.exceptions.ConfigurationError method) (openstef_core.exceptions.FlatlinerDetectedError method) (openstef_core.exceptions.InsufficientlyCompleteError method) (openstef_core.exceptions.InvalidColumnTypeError method) (openstef_core.exceptions.MissingColumnsError method) (openstef_core.exceptions.MissingExtraError method) (openstef_core.exceptions.ModelNotFoundError method) (openstef_core.exceptions.NotFittedError method) (openstef_core.exceptions.TimeSeriesValidationError method) (openstef_core.exceptions.UnreachableStateError method)

__str__() (openstef_beam.evaluation.Window method) (openstef_core.base_model.PydanticStringPrimitive method)

A

add_callback() (openstef_beam.benchmarking.BenchmarkCallbackManager method) add_callbacks() (openstef_beam.benchmarking.BenchmarkCallbackManager method) aggregation (openstef_beam.analysis.AnalysisScope attribute) align_datetime() (in module openstef_core.utils) align_datetime_to_time() (in module openstef_core.utils) align_time (openstef_beam.backtesting.BacktestConfig attribute) analysis_data (openstef_beam.benchmarking.InMemoryBenchmarkStorage property)

AnalysisConfig (class in openstef_beam.analysis) AnalysisOutput (class in openstef_beam.analysis) AnalysisPipeline (class in openstef_beam.analysis) AnalysisScope (class in openstef_beam.analysis) available_at_column (openstef_core.datasets.TimeSeriesDataset attribute) available_at_series (openstef_core.datasets.TimeSeriesDataset property) available_ats (openstef_beam.evaluation.EvaluationConfig attribute)

B

BacktestConfig (class in openstef_beam.backtesting) BacktestPipeline (class in openstef_beam.backtesting) BaseConfig (class in openstef_core.base_model) BaseModel (class in openstef_core.base_model) benchmark_end (openstef_beam.benchmarking.BenchmarkTarget attribute) benchmark_start (openstef_beam.benchmarking.BenchmarkTarget attribute)

BenchmarkCallback (class in openstef_beam.benchmarking) BenchmarkCallbackManager (class in openstef_beam.benchmarking) BenchmarkComparisonPipeline (class in openstef_beam.benchmarking) BenchmarkContext (class in openstef_beam.benchmarking) BenchmarkPipeline (class in openstef_beam.benchmarking) BenchmarkStorage (class in openstef_beam.benchmarking) BenchmarkTarget (class in openstef_beam.benchmarking)

C

calculate_time_coverage() (openstef_core.datasets.mixins.TimeSeriesMixin method) component_splitter (openstef_models.models.ComponentSplittingModel attribute) ComponentSplittingModel (class in openstef_models.models) concat() (openstef_core.datasets.VersionedTimeSeriesDataset class method) config (openstef_beam.backtesting.BacktestPipeline attribute) (openstef_models.models.ComponentSplittingModel property) (openstef_models.models.ForecastingModel property)

ConfigurationError (class in openstef_core.exceptions) confusion_matrix() (in module openstef_beam.metrics) ConfusionMatrix (class in openstef_beam.metrics) copy_with() (openstef_core.datasets.TimeSeriesDataset method) create_forecast_range() (openstef_core.datasets.ForecastInputDataset method) crps() (in module openstef_beam.metrics) cutoff_history (openstef_models.models.ForecastingModel attribute)

D

data (openstef_core.datasets.TimeSeriesDataset attribute) data_dir (openstef_beam.benchmarking.SimpleTargetProvider attribute) data_parts (openstef_core.datasets.VersionedTimeSeriesDataset attribute)

data_sample_interval (openstef_beam.benchmarking.SimpleTargetProvider attribute) data_splitter (openstef_models.models.ForecastingModel attribute) DatasetMixin (class in openstef_core.datasets.mixins) description (openstef_beam.benchmarking.BenchmarkTarget attribute)

E

effective_true_positives (openstef_beam.metrics.ConfusionMatrix attribute) end (openstef_beam.backtesting.BacktestPipeline attribute) EnergyComponentDataset (class in openstef_core.datasets) evaluation_metrics (openstef_models.models.ForecastingModel attribute)

EvaluationConfig (class in openstef_beam.evaluation) EvaluationPipeline (class in openstef_beam.evaluation) EvaluationReport (class in openstef_beam.evaluation) EvaluationSubsetReport (class in openstef_beam.evaluation) ExplainableForecaster (class in openstef_models.explainability)

F

false_negatives (openstef_beam.metrics.ConfusionMatrix attribute) false_positives (openstef_beam.metrics.ConfusionMatrix attribute) fbeta() (in module openstef_beam.metrics) feature_importances (openstef_models.explainability.ExplainableForecaster property) feature_names (openstef_core.datasets.mixins.TimeSeriesMixin property) (openstef_core.datasets.TimeSeriesDataset property) (openstef_core.datasets.VersionedTimeSeriesDataset property) FeatureImportancePlotter (class in openstef_models.explainability) filter_by_available_at() (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) filter_by_available_before() (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) filter_by_lead_time() (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) filter_by_range() (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method)

filter_index() (openstef_core.datasets.TimeSeriesDataset method) filter_quantiles() (openstef_core.datasets.ForecastDataset method) filtering (openstef_beam.evaluation.EvaluationSubsetReport attribute) fit() (openstef_models.models.ComponentSplittingModel method) (openstef_models.models.ForecastingModel method) FlatlinerDetectedError (class in openstef_core.exceptions) forecast_start (openstef_core.datasets.ForecastDataset attribute) (openstef_core.datasets.ForecastInputDataset property) ForecastDataset (class in openstef_core.datasets) forecaster (openstef_beam.backtesting.BacktestPipeline attribute) (openstef_models.models.ForecastingModel attribute) ForecastingModel (class in openstef_models.models) ForecastInputDataset (class in openstef_core.datasets) from_dataframe() (openstef_core.datasets.VersionedTimeSeriesDataset class method) from_pandas() (openstef_core.datasets.TimeSeriesDataset class method) from_string() (openstef_beam.evaluation.Window class method) (openstef_core.base_model.PydanticStringPrimitive class method) from_timeseries() (openstef_core.datasets.ForecastDataset class method) (openstef_core.datasets.ForecastInputDataset class method)

G

get_analysis_path() (openstef_beam.benchmarking.LocalBenchmarkStorage method) get_evaluation_mask_for_target() (openstef_beam.benchmarking.SimpleTargetProvider method) (openstef_beam.benchmarking.TargetProvider method) get_evaluations_path_for_target() (openstef_beam.benchmarking.LocalBenchmarkStorage method) get_file_name() (openstef_beam.analysis.VisualizationOutput method) get_global_metric() (openstef_beam.evaluation.EvaluationSubsetReport method) get_measurements() (openstef_beam.evaluation.EvaluationSubsetReport method) get_measurements_for_target() (openstef_beam.benchmarking.SimpleTargetProvider method) (openstef_beam.benchmarking.TargetProvider method) get_metric() (openstef_beam.evaluation.SubsetMetric method) get_metrics_for_target() (openstef_beam.benchmarking.SimpleTargetProvider method) (openstef_beam.benchmarking.TargetProvider method) get_predictions_path_for_target() (openstef_beam.benchmarking.LocalBenchmarkStorage method)

get_predictors_for_target() (openstef_beam.benchmarking.SimpleTargetProvider method) (openstef_beam.benchmarking.TargetProvider method) get_prices() (openstef_beam.benchmarking.SimpleTargetProvider method) get_profiles() (openstef_beam.benchmarking.SimpleTargetProvider method) get_quantile_predictions() (openstef_beam.evaluation.EvaluationSubsetReport method) get_quantiles() (openstef_beam.evaluation.SubsetMetric method) get_subset() (openstef_beam.evaluation.EvaluationReport method) get_target_class (openstef_beam.benchmarking.SimpleTargetProvider property) get_targets() (openstef_beam.benchmarking.SimpleTargetProvider method) (openstef_beam.benchmarking.TargetProvider method) get_weather_for_target() (openstef_beam.benchmarking.SimpleTargetProvider method) get_windowed_metrics() (openstef_beam.evaluation.EvaluationSubsetReport method) group_name (openstef_beam.analysis.AnalysisScope attribute) (openstef_beam.benchmarking.BenchmarkTarget attribute)

H

has_analysis_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) has_backtest_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method)

has_evaluation_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) horizon_column (openstef_core.datasets.TimeSeriesDataset attribute) horizons (openstef_core.datasets.TimeSeriesDataset property)

I

index (openstef_core.datasets.mixins.TimeSeriesMixin property) (openstef_core.datasets.TimeSeriesDataset property) (openstef_core.datasets.VersionedTimeSeriesDataset property) index_name (openstef_core.datasets.TimeSeriesDataset attribute) ineffective_true_positives (openstef_beam.metrics.ConfusionMatrix attribute) InMemoryBenchmarkStorage (class in openstef_beam.benchmarking) input_data() (openstef_core.datasets.ForecastInputDataset method)

InsufficientlyCompleteError (class in openstef_core.exceptions) InvalidColumnTypeError (class in openstef_core.exceptions) is_fitted (openstef_models.models.ComponentSplittingModel property) (openstef_models.models.ForecastingModel property) is_versioned (openstef_core.datasets.mixins.TimeSeriesMixin property) (openstef_core.datasets.TimeSeriesDataset property) (openstef_core.datasets.VersionedTimeSeriesDataset property)

L

latitude (openstef_beam.benchmarking.BenchmarkTarget attribute) lead_time_series (openstef_core.datasets.TimeSeriesDataset property) lead_times (openstef_beam.evaluation.EvaluationConfig attribute) limit (openstef_beam.benchmarking.BenchmarkTarget attribute) load_backtest_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method)

load_evaluation_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) LocalBenchmarkStorage (class in openstef_beam.benchmarking) longitude (openstef_beam.benchmarking.BenchmarkTarget attribute) lower_limit (openstef_beam.benchmarking.BenchmarkTarget attribute)

M

mape() (in module openstef_beam.metrics) mean_absolute_calibration_error() (in module openstef_beam.metrics) measurements_path_template (openstef_beam.benchmarking.SimpleTargetProvider attribute) median_series (openstef_core.datasets.ForecastDataset property) metrics (openstef_beam.benchmarking.SimpleTargetProvider attribute) (openstef_beam.evaluation.EvaluationSubsetReport attribute) (openstef_beam.evaluation.SubsetMetric attribute) MissingColumnsError (class in openstef_core.exceptions) MissingExtraError (class in openstef_core.exceptions) model_config (openstef_beam.analysis.AnalysisConfig attribute) (openstef_beam.analysis.AnalysisOutput attribute) (openstef_beam.analysis.AnalysisScope attribute) (openstef_beam.backtesting.BacktestConfig attribute) (openstef_beam.benchmarking.BenchmarkContext attribute) (openstef_beam.benchmarking.BenchmarkTarget attribute) (openstef_beam.benchmarking.SimpleTargetProvider attribute) (openstef_beam.benchmarking.TargetProvider attribute) (openstef_beam.benchmarking.TargetProviderConfig attribute) (openstef_beam.evaluation.EvaluationConfig attribute) (openstef_beam.evaluation.EvaluationReport attribute) (openstef_beam.evaluation.EvaluationSubsetReport attribute) (openstef_beam.evaluation.SubsetMetric attribute) (openstef_core.base_model.BaseConfig attribute) (openstef_core.base_model.BaseModel attribute) (openstef_models.explainability.FeatureImportancePlotter attribute) (openstef_models.models.ComponentSplittingModel attribute) (openstef_models.models.ForecastingModel attribute)

model_post_init() (openstef_models.models.ForecastingModel method) ModelLoadingError (class in openstef_core.exceptions) ModelNotFoundError (class in openstef_core.exceptions) module openstef openstef_beam.analysis openstef_beam.backtesting openstef_beam.benchmarking openstef_beam.evaluation openstef_beam.metrics openstef_core.base_model openstef_core.datasets openstef_core.datasets.mixins openstef_core.exceptions openstef_core.utils openstef_models.explainability openstef_models.models openstef_models.transforms

N

name (openstef_beam.benchmarking.BenchmarkTarget attribute)

not_none() (in module openstef_core.utils) NotFittedError (class in openstef_core.exceptions)

O

observed_probability() (in module openstef_beam.metrics) on_analysis_complete() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_backtest_complete() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_backtest_start() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_benchmark_complete() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_benchmark_start() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_error() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) (openstef_beam.benchmarking.StrictExecutionCallback method) on_evaluation_complete() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_evaluation_start() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_target_complete() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) on_target_start() (openstef_beam.benchmarking.BenchmarkCallback method) (openstef_beam.benchmarking.BenchmarkCallbackManager method) openstef module openstef_beam.analysis module

openstef_beam.backtesting module openstef_beam.benchmarking module openstef_beam.evaluation module openstef_beam.metrics module openstef_core.base_model module openstef_core.datasets module openstef_core.datasets.mixins module openstef_core.exceptions module openstef_core.utils module openstef_models.explainability module openstef_models.models module openstef_models.transforms module

P

pipe() (openstef_core.datasets.mixins.DatasetMixin method) pipe_pandas() (openstef_core.datasets.TimeSeriesDataset method) plot() (openstef_models.explainability.FeatureImportancePlotter static method) plot_feature_importances() (openstef_models.explainability.ExplainableForecaster method) postprocessing (openstef_models.models.ComponentSplittingModel attribute) (openstef_models.models.ForecastingModel attribute) precision (openstef_beam.metrics.PrecisionRecall attribute) precision_recall() (in module openstef_beam.metrics) PrecisionRecall (class in openstef_beam.metrics) predict() (openstef_models.models.ComponentSplittingModel method) (openstef_models.models.ForecastingModel method)

predict_interval (openstef_beam.backtesting.BacktestConfig attribute) PredictError (class in openstef_core.exceptions) prediction_sample_interval (openstef_beam.backtesting.BacktestConfig attribute) prepare_input() (openstef_models.models.ForecastingModel method) preprocessing (openstef_models.models.ComponentSplittingModel attribute) (openstef_models.models.ForecastingModel attribute) prices_path (openstef_beam.benchmarking.SimpleTargetProvider attribute) profiles_path (openstef_beam.benchmarking.SimpleTargetProvider attribute) PydanticStringPrimitive (class in openstef_core.base_model)

Q

quantiles (openstef_core.datasets.ForecastDataset attribute)

quantiles_data (openstef_core.datasets.ForecastDataset property)

R

r2() (in module openstef_beam.metrics) rcrps() (in module openstef_beam.metrics) read_evaluation_reports() (in module openstef_beam.benchmarking) read_parquet() (openstef_beam.evaluation.EvaluationReport class method) (openstef_beam.evaluation.EvaluationSubsetReport class method) (openstef_core.datasets.mixins.DatasetMixin class method) (openstef_core.datasets.TimeSeriesDataset class method) (openstef_core.datasets.VersionedTimeSeriesDataset class method) read_yaml() (openstef_core.base_model.BaseConfig class method) read_yaml_config() (in module openstef_core.base_model) recall (openstef_beam.metrics.PrecisionRecall attribute) relative_pinball_loss() (in module openstef_beam.metrics) riqd() (in module openstef_beam.metrics) rmae() (in module openstef_beam.metrics) run() (openstef_beam.backtesting.BacktestPipeline method) (openstef_beam.benchmarking.BenchmarkComparisonPipeline method) (openstef_beam.benchmarking.BenchmarkPipeline method) (openstef_beam.evaluation.EvaluationPipeline method)

run_analysis_for_target() (openstef_beam.benchmarking.BenchmarkPipeline method) run_backtest_for_target() (openstef_beam.benchmarking.BenchmarkPipeline method) run_benchmark_analysis() (openstef_beam.benchmarking.BenchmarkPipeline method) run_evaluation_for_target() (openstef_beam.benchmarking.BenchmarkPipeline method) run_for_groups() (openstef_beam.analysis.AnalysisPipeline method) (openstef_beam.benchmarking.BenchmarkComparisonPipeline method) run_for_reports() (openstef_beam.analysis.AnalysisPipeline method) run_for_subset() (openstef_beam.evaluation.EvaluationPipeline method) run_for_subsets() (openstef_beam.analysis.AnalysisPipeline method) run_for_targets() (openstef_beam.benchmarking.BenchmarkComparisonPipeline method) run_global() (openstef_beam.benchmarking.BenchmarkComparisonPipeline method) run_name (openstef_beam.analysis.AnalysisScope attribute) (openstef_beam.benchmarking.BenchmarkContext attribute) run_parallel() (in module openstef_core.utils)

S

S3BenchmarkStorage (class in openstef_beam.benchmarking) sample_interval (openstef_core.datasets.mixins.TimeSeriesMixin property) (openstef_core.datasets.TimeSeriesDataset property) (openstef_core.datasets.VersionedTimeSeriesDataset property) sample_weight_column (openstef_core.datasets.ForecastInputDataset attribute) sample_weight_series (openstef_core.datasets.ForecastInputDataset property) save_analysis_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) save_backtest_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method) save_evaluation_output() (openstef_beam.benchmarking.BenchmarkStorage method) (openstef_beam.benchmarking.InMemoryBenchmarkStorage method) (openstef_beam.benchmarking.LocalBenchmarkStorage method) (openstef_beam.benchmarking.S3BenchmarkStorage method)

scope (openstef_beam.analysis.AnalysisOutput attribute) score() (openstef_models.models.ForecastingModel method) select_features() (openstef_core.datasets.TimeSeriesDataset method) select_horizon() (openstef_core.datasets.TimeSeriesDataset method) select_version() (openstef_core.datasets.mixins.TimeSeriesMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) SimpleTargetProvider (class in openstef_beam.benchmarking) source_column (openstef_models.models.ComponentSplittingModel attribute) standard_deviation_series (openstef_core.datasets.ForecastDataset property) start (openstef_beam.backtesting.BacktestPipeline attribute) StrictExecutionCallback (class in openstef_beam.benchmarking) subset (openstef_beam.evaluation.EvaluationSubsetReport attribute) subset_reports (openstef_beam.evaluation.EvaluationReport attribute) SubsetMetric (class in openstef_beam.evaluation)

T

tags (openstef_models.models.ForecastingModel attribute) target_column (openstef_beam.benchmarking.TargetProvider attribute) (openstef_core.datasets.ForecastDataset attribute) (openstef_core.datasets.ForecastInputDataset attribute) (openstef_models.models.ForecastingModel attribute) target_name (openstef_beam.analysis.AnalysisScope attribute) target_series (openstef_core.datasets.ForecastDataset property) (openstef_core.datasets.ForecastInputDataset property) TargetProvider (class in openstef_beam.benchmarking) TargetProviderConfig (class in openstef_beam.benchmarking) targets_file_path (openstef_beam.benchmarking.SimpleTargetProvider attribute) timedelta_from_isoformat() (in module openstef_core.utils) timedelta_to_isoformat() (in module openstef_core.utils) TimeSeriesDataset (class in openstef_core.datasets) TimeSeriesMixin (class in openstef_core.datasets.mixins)

TimeSeriesValidationError (class in openstef_core.exceptions) timestamp (openstef_beam.evaluation.SubsetMetric attribute) to_dataframe() (openstef_beam.evaluation.SubsetMetric method) to_horizons() (openstef_core.datasets.VersionedTimeSeriesDataset method) to_pandas() (openstef_core.datasets.ForecastDataset method) (openstef_core.datasets.ForecastInputDataset method) (openstef_core.datasets.TimeSeriesDataset method) to_parquet() (openstef_beam.evaluation.EvaluationReport method) (openstef_beam.evaluation.EvaluationSubsetReport method) (openstef_core.datasets.mixins.DatasetMixin method) (openstef_core.datasets.TimeSeriesDataset method) (openstef_core.datasets.VersionedTimeSeriesDataset method) train_interval (openstef_beam.backtesting.BacktestConfig attribute) train_start (openstef_beam.benchmarking.BenchmarkTarget attribute) true_negatives (openstef_beam.metrics.ConfusionMatrix attribute) true_positives (openstef_beam.metrics.ConfusionMatrix attribute)

U

UnreachableStateError (class in openstef_core.exceptions) upper_limit (openstef_beam.benchmarking.BenchmarkTarget attribute)

use_prices (openstef_beam.benchmarking.SimpleTargetProvider attribute) use_profiles (openstef_beam.benchmarking.SimpleTargetProvider attribute)

V

validate() (openstef_beam.evaluation.Window class method) (openstef_core.base_model.PydanticStringPrimitive class method) validate_benchmark_end() (openstef_beam.benchmarking.BenchmarkTarget class method) validate_horizons_present() (in module openstef_core.datasets) validate_limits() (openstef_beam.benchmarking.BenchmarkTarget method)

validate_train_start() (openstef_beam.benchmarking.BenchmarkTarget class method) VersionedTimeSeriesDataset (class in openstef_core.datasets) visualization_providers (openstef_beam.analysis.AnalysisConfig attribute) VisualizationOutput (class in openstef_beam.analysis) visualizations (openstef_beam.analysis.AnalysisOutput attribute)

W

weather_path_template (openstef_beam.benchmarking.SimpleTargetProvider attribute) Window (class in openstef_beam.evaluation) window (openstef_beam.evaluation.SubsetMetric attribute)

windows (openstef_beam.evaluation.EvaluationConfig attribute) write_html() (openstef_beam.analysis.VisualizationOutput method) write_yaml() (openstef_core.base_model.BaseConfig method) write_yaml_config() (in module openstef_core.base_model)