ipex-llm/docs/readthedocs/source/doc/PythonAPI/Chronos/automodels.rst
2022-07-01 18:19:46 +08:00

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Auto Models
=====================
AutoTCN
-------------------------------------------
AutoTCN is a TCN forecasting model with Auto tuning.
.. tabs::
.. tab:: PyTorch
.. automodule:: bigdl.chronos.autots.model.auto_tcn
:members:
:undoc-members:
:show-inheritance:
:inherited-members:
AutoLSTM
----------------------------------------
AutoLSTM is an LSTM forecasting model with Auto tuning.
.. tabs::
.. tab:: PyTorch
.. automodule:: bigdl.chronos.autots.model.auto_lstm
:members:
:undoc-members:
:show-inheritance:
:inherited-members:
AutoSeq2Seq
----------------------------------------
AutoSeq2Seq is an Seq2Seq forecasting model with Auto tuning.
.. tabs::
.. tab:: PyTorch
.. automodule:: bigdl.chronos.autots.model.auto_seq2seq
:members:
:undoc-members:
:show-inheritance:
:inherited-members:
AutoARIMA
----------------------------------------
AutoARIMA is an ARIMA forecasting model with Auto tuning.
.. automodule:: bigdl.chronos.autots.model.auto_arima
:members:
:undoc-members:
:show-inheritance:
:inherited-members:
AutoProphet
----------------------------------------
AutoProphet is a Prophet forecasting model with Auto tuning.
.. automodule:: bigdl.chronos.autots.model.auto_prophet
:members:
:undoc-members:
:show-inheritance:
:inherited-members: