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mabwiser 2.4.0

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@bkleyn bkleyn released this 18 Mar 16:46
· 33 commits to master since this release
329125d
  • Implement vectorized functions for non-contextual policies to speed-up prediction for multiple decisions.
  • Change MAB predict and predict_expectations to allow empty contexts to be specified for non-contextual policies.
  • Update scaler use in Linear policies so that standard scaler can be fit directly instead of pre-trained scalers.
  • Change scaler argument from pre-trained arm_to_scaler input to a boolean scale flag.