API reference

• openstef package
  • Subpackages
    • openstef.data_classes package
      • Submodules
      • openstef.data_classes.data_prep module
      • openstef.data_classes.model_specifications module
      • openstef.data_classes.prediction_job module
      • openstef.data_classes.split_function module
      • Module contents
    • openstef.feature_engineering package
      • Submodules
      • openstef.feature_engineering.apply_features module
      • openstef.feature_engineering.data_preparation module
      • openstef.feature_engineering.feature_adder module
      • openstef.feature_engineering.feature_applicator module
      • openstef.feature_engineering.general module
      • openstef.feature_engineering.holiday_features module
      • openstef.feature_engineering.lag_features module
      • openstef.feature_engineering.missing_values_transformer module
      • openstef.feature_engineering.weather_features module
      • Module contents
    • openstef.metrics package
      • Submodules
      • openstef.metrics.figure module
      • openstef.metrics.metrics module
      • openstef.metrics.reporter module
      • Module contents
    • openstef.model package
      • Subpackages
      • Submodules
      • openstef.model.basecase module
      • openstef.model.confidence_interval_applicator module
      • openstef.model.fallback module
      • openstef.model.model_creator module
      • openstef.model.objective module
      • openstef.model.objective_creator module
      • openstef.model.serializer module
      • openstef.model.standard_deviation_generator module
      • Module contents
    • openstef.model_selection package
      • Submodules
      • openstef.model_selection.model_selection module
      • Module contents
    • openstef.monitoring package
      • Submodules
      • openstef.monitoring.performance_meter module
      • openstef.monitoring.teams module
      • Module contents
    • openstef.pipeline package
      • Submodules
      • openstef.pipeline.create_basecase_forecast module
      • openstef.pipeline.create_component_forecast module
      • openstef.pipeline.create_forecast module
      • openstef.pipeline.optimize_hyperparameters module
      • openstef.pipeline.train_create_forecast_backtest module
      • openstef.pipeline.train_model module
      • openstef.pipeline.utils module
      • Module contents
    • openstef.postprocessing package
      • Submodules
      • openstef.postprocessing.postprocessing module
      • Module contents
    • openstef.preprocessing package
      • Submodules
      • openstef.preprocessing.preprocessing module
      • Module contents
    • openstef.tasks package
      • Subpackages
      • Submodules
      • openstef.tasks.calculate_kpi module
      • openstef.tasks.create_basecase_forecast module
      • openstef.tasks.create_components_forecast module
      • openstef.tasks.create_forecast module
      • openstef.tasks.create_solar_forecast module
      • openstef.tasks.create_wind_forecast module
      • openstef.tasks.optimize_hyperparameters module
      • openstef.tasks.split_forecast module
      • openstef.tasks.train_model module
      • Module contents
    • openstef.validation package
      • Submodules
      • openstef.validation.validation module
      • Module contents
  • Submodules
  • openstef.app_settings module
    • AppSettings
      • AppSettings.log_level
      • AppSettings.model_computed_fields
      • AppSettings.model_config
      • AppSettings.model_fields
      • AppSettings.post_teams_messages
  • openstef.enums module
    • ForecastType
      • ForecastType.BASECASE
      • ForecastType.DEMAND
      • ForecastType.SOLAR
      • ForecastType.WIND
    • ModelType
      • ModelType.ARIMA
      • ModelType.FLATLINER
      • ModelType.LGB
      • ModelType.LINEAR
      • ModelType.LINEAR_QUANTILE
      • ModelType.XGB
      • ModelType.XGB_MULTIOUTPUT_QUANTILE
      • ModelType.XGB_QUANTILE
    • PipelineType
      • PipelineType.FORECAST
      • PipelineType.HYPER_PARMATERS
      • PipelineType.TRAIN
  • openstef.exceptions module
    • ComponentForecastTooShortHorizonError
    • InputDataInsufficientError
    • InputDataInvalidError
    • InputDataOngoingZeroFlatlinerError
    • InputDataWrongColumnOrderError
    • ModelWithoutStDev
    • NoPredictedLoadError
    • NoRealisedLoadError
    • OldModelHigherScoreError
    • PredictionJobException
    • SkipSaveTrainingForecasts
  • openstef.settings module
  • Module contents