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Forecasting components

The forecasting components let you compose tabular data forecasting pipelines with AutoML. Forecasting models predict a sequence of values. For more information, see Forecasting with AutoML.

The Google Cloud Pipeline Components SDK includes the following operators related to tabular data forecasting pipelines:

ForecastingPrepareDataForTrainOp
ForecastingPreprocessingOp
ForecastingValidationOp

API reference

For component reference, see the Google Cloud Pipeline Components SDK reference page for Forecasting components.

VertexNotificationEmailOp

Version history and release notes

To learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the Google Cloud Pipeline Components SDK Release Notes.