metalearners
- metalearners package
- Submodules
- metalearners.cross_fit_estimator module
- metalearners.data_generation module
- metalearners.drlearner module
- metalearners.explainer module
- metalearners.metalearner module
- metalearners.outcome_functions module
- metalearners.rlearner module
- metalearners.slearner module
- metalearners.tlearner module
- metalearners.utils module
- metalearners.xlearner module
- Module contents
DRLearnerDRLearner.nuisance_model_specifications()DRLearner.treatment_model_specifications()DRLearner.fit()DRLearner.predict()DRLearner.evaluate()DRLearner.explainer()DRLearner.feature_importances()DRLearner.fit_nuisance()DRLearner.fit_treatment()DRLearner.predict_conditional_average_outcomes()DRLearner.predict_nuisance()DRLearner.predict_treatment()DRLearner.shap_values()
RLearnerRLearner.nuisance_model_specifications()RLearner.treatment_model_specifications()RLearner.fit()RLearner.predict()RLearner.evaluate()RLearner.explainer()RLearner.feature_importances()RLearner.fit_nuisance()RLearner.fit_treatment()RLearner.predict_nuisance()RLearner.predict_treatment()RLearner.shap_values()
SLearnerSLearner.nuisance_model_specifications()SLearner.treatment_model_specifications()SLearner.fit()SLearner.predict()SLearner.evaluate()SLearner.predict_conditional_average_outcomes()SLearner.explainer()SLearner.feature_importances()SLearner.fit_nuisance()SLearner.fit_treatment()SLearner.predict_nuisance()SLearner.predict_treatment()SLearner.shap_values()
TLearnerTLearner.nuisance_model_specifications()TLearner.treatment_model_specifications()TLearner.fit()TLearner.predict()TLearner.evaluate()TLearner.explainer()TLearner.feature_importances()TLearner.fit_nuisance()TLearner.fit_treatment()TLearner.predict_conditional_average_outcomes()TLearner.predict_nuisance()TLearner.predict_treatment()TLearner.shap_values()
XLearnerXLearner.nuisance_model_specifications()XLearner.treatment_model_specifications()XLearner.fit()XLearner.predict()XLearner.evaluate()XLearner.explainer()XLearner.feature_importances()XLearner.fit_nuisance()XLearner.fit_treatment()XLearner.predict_conditional_average_outcomes()XLearner.predict_nuisance()XLearner.predict_treatment()XLearner.shap_values()
- Submodules