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README.md		README.md
multiclass.ipynb		multiclass.ipynb
obd.ipynb		obd.ipynb
online-bandit-vs-opl-simulation.ipynb		online-bandit-vs-opl-simulation.ipynb
online-bandit-with-delay-simulation.ipynb		online-bandit-with-delay-simulation.ipynb
online-bandit-with-drift-simulation.ipynb		online-bandit-with-drift-simulation.ipynb
opl.ipynb		opl.ipynb
replay.ipynb		replay.ipynb
synthetic.ipynb		synthetic.ipynb
synthetic_slate.ipynb		synthetic_slate.ipynb

README.md

Open Bandit Pipeline Quickstart Notebooks

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

obd.ipynb : a quickstart guide of using Open Bandit Dataset and Pipeline to conduct some OPE experiments.
synthetic.ipynb : a quickstart guide to implement the standard off-policy learning, OPE, and the evaluation of OPE on synthetic bandit data with Open Bandit Pipeline.
multiclass.ipynb : a quickstart guide to handle multi-class classification data as logged bandit data for the standard off-policy learning, OPE, and the evaluation of OPE with Open Bandit Pipeline.
online.ipynb : a quickstart guide to implement OPE and the evaluation of OPE for online bandit algorithms with Open Bandit Pipeline.
opl.ipynb : a quickstart guide to implement off-policy learners and the evaluation of off-policy learners with Open Bandit Pipeline.
synthetic_slate.ipynb : a quickstart guide to implement OPE and the evaluation of OPE for the slate recommendation setting with Open Bandit Pipeline.