CausalML

StochOptForest

Replication Code for Paper "Stochastic Optimization Forests".

MultipleLoggers

Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"

DoubleReinforcementLearningMDP

doubly-robust-dropel

Off-Policy Evaluation and Learning that is both Doubly Robust and Distributionally Robust.

bcrl

Representation Learning for OPE

CDTE

Robust and Agnostic Learning of Conditional Distributional Treatment Effects

LocalizedDebiasedMachineLearning

BLearner

Doubly-Valid/Doubly-Sharp Bounds for CATEs

confounding-robust-policy-improvement

LongTermCausalInference

VMM

Code for reproducing experiments for paper "The Variational Method of Moments"

DTR-Bandit

Efficient_estimation_surrogate

ProximalRL

Code for Proximal RL Paper

RetargetedPolicyLearning

SmoothBandit

ContextualLPCode

Replication code for the paper " Fast Rates for Contextual Linear Optimization".

DoublyValidDoublySharpSensitivity

TreatmentEffectRisk

Weak-Instruments-Obs-Data-CATE

Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data

adversarial-ope

BoundsOnFractionNegativelyAffected

CLOBandit

Contextual Linear Optimization with Bandit Feedback

ConfoundingRobustInfiniteHorizon

Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning

Adaptive-IV

Efficient Adaptive Experimentation with Non-Compliance

DoublyValidDoublySharpSensitivity.py

Inverse-Problems-Debiased-Inference

NaturalStochasticOPE

SABRE

TreatmentEffectRisk.py