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Feature: Implementing Continuous OPE Estimators #113

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Merged
merged 15 commits into from
Aug 14, 2021
Merged

Feature: Implementing Continuous OPE Estimators #113

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c0874d4
implement continuous ope estimators
usaito Jul 6, 2021
bf2eaf9
add tests of continuous ope estimators
usaito Jul 6, 2021
ea3b2f9
add some check funcs for continuous ope
usaito Jul 6, 2021
ce63f55
add tests of meta_continuous
usaito Jul 7, 2021
8d8cd53
implemente meta continuous
usaito Jul 7, 2021
66b8b80
black and flake8
usaito Jul 7, 2021
6ee2fde
add synthetic_continuous_bandit_feedback
usaito Jul 7, 2021
bee833c
fix a bug
usaito Jul 7, 2021
786eeca
add example code
usaito Jul 7, 2021
efab71d
flake8
usaito Jul 7, 2021
82c5f30
Merge branch 'continuous-dataset' of github.com:st-tech/zr-obp into c…
usaito Jul 8, 2021
0582f84
fix some tests to adjust the changes of SyntheticContinuousBanditDataset
usaito Jul 8, 2021
e33345f
fix docstrings
usaito Jul 8, 2021
acb0076
fix docs
usaito Jul 14, 2021
4c3f8cc
update based on review
usaito Aug 14, 2021
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20 changes: 20 additions & 0 deletions obp/ope/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,19 @@
from obp.ope.estimators_slate import SlateStandardIPS
from obp.ope.estimators_slate import SlateIndependentIPS
from obp.ope.estimators_slate import SlateRewardInteractionIPS
from obp.ope.estimators_continuous import BaseContinuousOffPolicyEstimator
from obp.ope.estimators_continuous import KernelizedInverseProbabilityWeighting
from obp.ope.estimators_continuous import (
KernelizedSelfNormalizedInverseProbabilityWeighting,
)
from obp.ope.estimators_continuous import triangular_kernel
from obp.ope.estimators_continuous import gaussian_kernel
from obp.ope.estimators_continuous import epanechnikov_kernel
from obp.ope.estimators_continuous import cosine_kernel
from obp.ope.estimators_continuous import KernelizedDoublyRobust
from obp.ope.meta import OffPolicyEvaluation
from obp.ope.meta_slate import SlateOffPolicyEvaluation
from obp.ope.meta_continuous import ContinuousOffPolicyEvaluation
from obp.ope.regression_model import RegressionModel

__all__ = [
Expand All @@ -26,10 +37,19 @@
"DoublyRobustWithShrinkage",
"OffPolicyEvaluation",
"SlateOffPolicyEvaluation",
"ContinuousOffPolicyEvaluation",
"RegressionModel",
"SlateStandardIPS",
"SlateIndependentIPS",
"SlateRewardInteractionIPS",
"BaseContinuousOffPolicyEstimator",
"KernelizedInverseProbabilityWeighting",
"KernelizedSelfNormalizedInverseProbabilityWeighting",
"KernelizedDoublyRobust",
"triangular_kernel",
"gaussian_kernel",
"epanechnikov_kernel",
"cosine_kernel",
]

__all_estimators__ = [
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