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Optimizer Class

Defines the categories of pipeline prediction algorithms used.

  • "random" provides a baseline by selecting a pipeline randomly

  • "lvm" uses latent variable models to predict probable next pipelines given performance on previous pipelines.

Constructor

Optimizer()

Attributes

FULL_SET 

FULL_SET = {'lvm', 'random'}

LVM 

LVM = 'lvm'

Random 

Random = 'random'