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Provide automl interface which infers task type #130

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PGijsbers opened this issue Nov 1, 2021 · 0 comments
Open

Provide automl interface which infers task type #130

PGijsbers opened this issue Nov 1, 2021 · 0 comments
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feature Something new, expands what you can do with GAMA.
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@PGijsbers
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Add a function which receives input data and based on that constructs a gama object.

Currently GAMA supports two task types: regression and classification in offline setting.
There is currently work for adding an online setting and in the future we can expect more task types (e.g. clustering, semi-supervised). The way the user currently specifies the task is through manually importing/instantiating the corresponding gama object. With a unified function we can instead infer the task type and return the right object automatically (of course explicitly specifying the task type should remain possible).

@PGijsbers PGijsbers added the feature Something new, expands what you can do with GAMA. label Nov 1, 2021
@PGijsbers PGijsbers added this to the v22.1+ milestone Jul 27, 2022
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