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Chronos: how to create a forecaster (#5172)

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* how to guide from_tsdataset

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Co-authored-by: theaperdeng <theaperdeng@outlook.com>
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docs/readthedocs/source/doc/Chronos/Howto/how-to-create-forecaster.ipynb Normal file
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docs/readthedocs/source/doc/Chronos/Howto/index.rst
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@ -4,6 +4,10 @@ How-to guides are bite-sized, executable examples where users could check when m
Forecasting Forecasting
------------------------- -------------------------
* `Create a forecaster <how-to-create-forecaster.html>`__
In this guidance, we demonstrate **how to create a Forecaster**. Including two ways of creating a forecaster and an explanation of some important parameters.
* `Train forecaster on single node <how_to_train_forecaster_on_one_node.html>`__ * `Train forecaster on single node <how_to_train_forecaster_on_one_node.html>`__
In this guidance, **we demonstrate how to train forecasters on one node**. In the training process, forecaster will learn the pattern (like the period, scale...) in history data. Although Chronos supports training on a cluster, it's highly recommeneded to try one node first before allocating a cluster to make life easier. In this guidance, **we demonstrate how to train forecasters on one node**. In the training process, forecaster will learn the pattern (like the period, scale...) in history data. Although Chronos supports training on a cluster, it's highly recommeneded to try one node first before allocating a cluster to make life easier.
@ -17,6 +21,6 @@ Forecasting
:maxdepth: 1 :maxdepth: 1
:hidden: :hidden:
how-to-create-forecaster
how_to_train_forecaster_on_one_node how_to_train_forecaster_on_one_node
how_to_tune_forecaster_model how_to_tune_forecaster_model