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Open Bandit Pipeline Examples

This page contains a list of examples written with Open Bandit Pipeline.

  • obd/: example implementations for evaluating standard off-policy estimators with the small sample Open Bandit Dataset.
  • synthetic/: example implementations for evaluating several off-policy estimators with synthetic bandit datasets.
  • multiclass/: example implementations for evaluating several off-policy estimators with multi-class classification datasets.
  • replay/: example implementations for evaluating Replay Method with online bandit algorithms.
  • opl/: example implementations for comparing the performance of several off-policy learners with synthetic bandit datasets.
  • quickstart/: some quickstart notebooks to guide the usage of Open Bandit Pipeline.