64 lines
1.6 KiB
ReStructuredText
64 lines
1.6 KiB
ReStructuredText
Auto Models
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=====================
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AutoTCN
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-------------------------------------------
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AutoTCN is a TCN forecasting model with Auto tuning.
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Other API follows its base class(BasePytorchAutomodel).
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.. automodule:: bigdl.chronos.autots.model.auto_tcn
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:members:
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:undoc-members:
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:show-inheritance:
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AutoLSTM
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----------------------------------------
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AutoLSTM is an LSTM forecasting model with Auto tuning.
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Other API follows its base class(BasePytorchAutomodel).
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.. automodule:: bigdl.chronos.autots.model.auto_lstm
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:members:
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:undoc-members:
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:show-inheritance:
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AutoSeq2Seq
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----------------------------------------
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AutoSeq2Seq is an Seq2Seq forecasting model with Auto tuning.
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Other API follows its base class(BasePytorchAutomodel).
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.. automodule:: bigdl.chronos.autots.model.auto_seq2seq
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:members:
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:undoc-members:
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:show-inheritance:
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AutoARIMA
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----------------------------------------
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AutoARIMA is an ARIMA forecasting model with Auto tuning.
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.. automodule:: bigdl.chronos.autots.model.auto_arima
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:members:
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:undoc-members:
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:show-inheritance:
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AutoProphet
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----------------------------------------
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AutoProphet is a Prophet forecasting model with Auto tuning.
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.. automodule:: bigdl.chronos.autots.model.auto_prophet
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:members:
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:undoc-members:
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:show-inheritance:
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BasePytorchAutomodel
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------------------------------------------------------------
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AutoLSTM, AutoSeq2Seq and AutoTCN all follow the same API as stated below.
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.. autoclass:: bigdl.chronos.autots.model.base_automodel.BasePytorchAutomodel
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:members:
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:show-inheritance:
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