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[WIP] fit size reduction #363

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[WIP] fit size reduction #363

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WIP PR that adds Lrnr_base$reduce_fit to drop fit_object components not necessary for prediction, reducing memory demands.

In response to #12

  • Implements Lrnr_base$reduce_fit, which drops out fit_object components
  • Adds private$.fit_can_remove, which takes a character vector of fit_object components not necessary for prediction
  • Adds options("sl3.reduce_fit") If true, we automatically call reduce_fit as part of the training process
  • Adds test-reduce-fit.R, tests fit reduction for a few learners that I've verified so far

Base automatically changed from devel to master December 23, 2021 19:16
@nhejazi nhejazi changed the base branch from master to devel December 24, 2021 02:25
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