autotsestimator.rst

AutoTSEstimator (experimental)

AutoTSEstimator (experimental)

Automated TimeSeries Estimator for time series forecasting task. AutoTSEstimator will replace AutoTSTrainer in later version.

.. automodule:: zoo.chronos.autots.experimental.autotsestimator
    :members:
    :undoc-members:
    :show-inheritance:

TSPipeline (experimental)

TSPipeline is an E2E solution for time series forecasting task. AutoTSEstimator will replace original TSPipeline returned by AutoTSTrainer in later version.

.. automodule:: zoo.chronos.autots.experimental.tspipeline
    :members:
    :undoc-members:
    :show-inheritance:

chronos.autots.model.auto_tcn

AutoTCN is a TCN forecasting model with Auto tuning.

.. automodule:: zoo.chronos.autots.model.auto_tcn
    :members:
    :undoc-members:
    :show-inheritance:

chronos.autots.model.auto_lstm

AutoLSTM is an LSTM forecasting model with Auto tuning.

.. automodule:: zoo.chronos.autots.model.auto_lstm
    :members:
    :undoc-members:
    :show-inheritance:

chronos.autots.model.auto_arima

AutoARIMA is an ARIMA forecasting model with Auto tuning.

.. automodule:: zoo.chronos.autots.model.auto_arima
    :members:
    :undoc-members:
    :show-inheritance:

chronos.autots.model.auto_prophet

AutoProphet is a Prophet forecasting model with Auto tuning.

.. automodule:: zoo.chronos.autots.model.auto_prophet
    :members:
    :undoc-members:
    :show-inheritance: