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sl3: Modern Super Learning with Pipelines

Coyle, Jeremy; Hejazi, Nima; Malenica, Ivana; Sofrygin, Oleg; Phillips, Rachael

The sl3 R package is a modern implementation of the Super Learner prediction algorithm, coupled with a general-purpose framework for composing arbitrary pipelines for machine learning tasks.

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