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* add how_to_tune_a_forecaster_model notebook * modify step1: data preparation * update based how to train * modify a bug of summary * update based on comment * move to howto * fix typo * add file * update based on comments * rename the tile
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1.1 KiB
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22 lines
1.1 KiB
ReStructuredText
Chronos How-to Guides
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How-to guides are bite-sized, executable examples where users could check when meeting with some specific topic during the usage.
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Forecasting
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* `Train forecaster on single node <how_to_train_forecaster_on_one_node.html>`__
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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.
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* `Tune forecaster on single node <how_to_tune_forecaster_model.html>`__
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In this guidance, we demonstrate **how to tune forecaster on single node**. In tuning process, forecaster will find the best hyperparameter combination among user-defined search space, which is a common process if users pursue a forecaster with higher accuracy.
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.. toctree::
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:maxdepth: 1
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:hidden:
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how_to_train_forecaster_on_one_node
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how_to_tune_forecaster_model
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