86 lines
No EOL
2.3 KiB
ReStructuredText
86 lines
No EOL
2.3 KiB
ReStructuredText
AutoTS (deprecated)
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=====================
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.. warning::
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The API in this page will be deprecated soon. Please refer to our new AutoTS API.
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AutoTSTrainer
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----------------------------------------
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AutoTSTrainer trains a time series pipeline (including data processing, feature engineering, and model) with AutoML.
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.. autoclass:: zoo.chronos.autots.deprecated.forecast.AutoTSTrainer
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:members:
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:show-inheritance:
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TSPipeline
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----------------------------------------
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A pipeline for time series forecasting.
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.. autoclass:: zoo.chronos.autots.deprecated.forecast.TSPipeline
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:members:
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:show-inheritance:
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Recipe
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----------------------------------------
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Recipe is used for search configuration for AutoTSTrainer.
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.SmokeRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.MTNetSmokeRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.TCNSmokeRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.PastSeqParamHandler
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.GridRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.LSTMSeq2SeqRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.LSTMGridRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.Seq2SeqRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.MTNetGridRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.TCNGridRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.RandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.BayesRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.XgbRegressorGridRandomRecipe
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:members:
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:show-inheritance:
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.. autoclass:: zoo.chronos.autots.deprecated.config.recipe.XgbRegressorSkOptRecipe
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:members:
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:show-inheritance: |