examples

pyIEOE Examples

This page contains a list of example codes written with pyIEOE.

• synthetic.ipynb: a quickstart guide of pyIEOE using synthetic logged bandit feedback data
• synthetic-pscore.ipynb: a quickstart guide of pyIEOE using synthetic logged bandit feedback data and using estimated propensity scores of the behavior policy instead of the ground truth values
• synthetic-rscv.ipynb: a quickstart guide of pyIEOE using synthetic logged bandit feedback data and using RandomizedSearchCV for regression models and pscore estimators
• multiclass.ipynb: a quickstart guide of pyIEOE using multiclass classification data as logged bandit feedback data
• multiclass-pscore.ipynb: a quickstart guide of pyIEOE using multiclass classification data and using estimated propensity scores of the behavior policy instead of the ground truth values
• multiclass-rscv.ipynb: a quickstart guide of pyIEOE using multiclass classification data and using RandomizedSearchCV for regression models and pscore estimators