0af87a18c6
* add pickle5 version * fix doc issue * fix import bigdl.nano in doc * renamed basepytorchmodel to baseautomodel * renamed again
64 lines
1.5 KiB
ReStructuredText
64 lines
1.5 KiB
ReStructuredText
Auto Models
|
|
=====================
|
|
|
|
AutoTCN
|
|
-------------------------------------------
|
|
|
|
AutoTCN is a TCN forecasting model with Auto tuning.
|
|
Other API follows its base class(BaseAutomodel).
|
|
|
|
.. automodule:: bigdl.chronos.autots.model.auto_tcn
|
|
:members:
|
|
:undoc-members:
|
|
:show-inheritance:
|
|
|
|
|
|
AutoLSTM
|
|
----------------------------------------
|
|
|
|
AutoLSTM is an LSTM forecasting model with Auto tuning.
|
|
Other API follows its base class(BaseAutomodel).
|
|
|
|
.. automodule:: bigdl.chronos.autots.model.auto_lstm
|
|
:members:
|
|
:undoc-members:
|
|
:show-inheritance:
|
|
|
|
AutoSeq2Seq
|
|
----------------------------------------
|
|
|
|
AutoSeq2Seq is an Seq2Seq forecasting model with Auto tuning.
|
|
Other API follows its base class(BaseAutomodel).
|
|
|
|
.. automodule:: bigdl.chronos.autots.model.auto_seq2seq
|
|
:members:
|
|
:undoc-members:
|
|
:show-inheritance:
|
|
|
|
AutoARIMA
|
|
----------------------------------------
|
|
|
|
AutoARIMA is an ARIMA forecasting model with Auto tuning.
|
|
|
|
.. automodule:: bigdl.chronos.autots.model.auto_arima
|
|
:members:
|
|
:undoc-members:
|
|
:show-inheritance:
|
|
|
|
AutoProphet
|
|
----------------------------------------
|
|
|
|
AutoProphet is a Prophet forecasting model with Auto tuning.
|
|
|
|
.. automodule:: bigdl.chronos.autots.model.auto_prophet
|
|
:members:
|
|
:undoc-members:
|
|
:show-inheritance:
|
|
|
|
BaseAutomodel
|
|
------------------------------------------------------------
|
|
AutoLSTM, AutoSeq2Seq and AutoTCN all follow the same API as stated below.
|
|
|
|
.. autoclass:: bigdl.chronos.autots.model.base_automodel.BaseAutomodel
|
|
:members:
|
|
:show-inheritance:
|