gluonts.ext package

Subpackages

• gluonts.ext.naive_2 package
  • Naive2Predictor
    • Naive2Predictor.predict_item()
  • naive_2()
• gluonts.ext.prophet package
  • ProphetPredictor
    • ProphetPredictor.predict()
• gluonts.ext.r_forecast package
  • RBasePredictor
    • RBasePredictor.predict()
  • RForecastPredictor
  • RHierarchicalForecastPredictor
  • Submodules
    • gluonts.ext.r_forecast.util module
      • interval_to_quantile_level()
      • quantile_to_interval_level()
      • unlist()
• gluonts.ext.rotbaum package
  • TreeEstimator
  • TreePredictor
    • TreePredictor.deserialize()
    • TreePredictor.explain()
    • TreePredictor.predict()
    • TreePredictor.serialize()
    • TreePredictor.train()

Submodules

• gluonts.ext.hierarchicalforecast module
• gluonts.ext.statsforecast module
  • ADIDAPredictor
    • ADIDAPredictor.ModelType
  • AutoARIMAPredictor
    • AutoARIMAPredictor.ModelType
  • AutoCESPredictor
    • AutoCESPredictor.ModelType
  • AutoETSPredictor
    • AutoETSPredictor.ModelType
  • AutoThetaPredictor
    • AutoThetaPredictor.ModelType
  • CrostonClassicPredictor
    • CrostonClassicPredictor.ModelType
  • CrostonOptimizedPredictor
    • CrostonOptimizedPredictor.ModelType
  • CrostonSBAPredictor
    • CrostonSBAPredictor.ModelType
  • DynamicOptimizedThetaPredictor
    • DynamicOptimizedThetaPredictor.ModelType
  • DynamicThetaPredictor
    • DynamicThetaPredictor.ModelType
  • HistoricAveragePredictor
    • HistoricAveragePredictor.ModelType
  • HoltPredictor
    • HoltPredictor.ModelType
  • HoltWintersPredictor
    • HoltWintersPredictor.ModelType
  • IMAPAPredictor
    • IMAPAPredictor.ModelType
  • MSTLPredictor
    • MSTLPredictor.ModelType
  • ModelConfig
    • ModelConfig.forecast_keys
    • ModelConfig.intervals
    • ModelConfig.quantile_levels
    • ModelConfig.statsforecast_keys
  • NaivePredictor
    • NaivePredictor.ModelType
  • OptimizedThetaPredictor
    • OptimizedThetaPredictor.ModelType
  • RandomWalkWithDriftPredictor
    • RandomWalkWithDriftPredictor.ModelType
  • SeasonalExponentialSmoothingOptimizedPredictor
    • SeasonalExponentialSmoothingOptimizedPredictor.ModelType
  • SeasonalExponentialSmoothingPredictor
    • SeasonalExponentialSmoothingPredictor.ModelType
  • SeasonalNaivePredictor
    • SeasonalNaivePredictor.ModelType
  • SeasonalWindowAveragePredictor
    • SeasonalWindowAveragePredictor.ModelType
  • SimpleExponentialSmoothingOptimizedPredictor
    • SimpleExponentialSmoothingOptimizedPredictor.ModelType
  • SimpleExponentialSmoothingPredictor
    • SimpleExponentialSmoothingPredictor.ModelType
  • StatsForecastPredictor
    • StatsForecastPredictor.ModelType
    • StatsForecastPredictor.predict_item()
  • TSBPredictor
    • TSBPredictor.ModelType
  • ThetaPredictor
    • ThetaPredictor.ModelType
  • WindowAveragePredictor
    • WindowAveragePredictor.ModelType