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Getting Started
User Guide
Examples Gallery
API Reference

GitHub
PyPI

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causallib.estimation.ipw.IPW
causallib.estimation.OverlapWeights
causallib.estimation.matching.Matching
causallib.estimation.PropensityMatching
causallib.estimation.standardization.Standardization
causallib.estimation.StratifiedStandardization
causallib.estimation.tmle.TMLE
causallib.estimation.AIPW
causallib.estimation.PropensityFeatureStandardization
causallib.estimation.WeightedStandardization
causallib.estimation.rlearner.RLearner
causallib.estimation.xlearner.XLearner
causallib.estimation.MarginalOutcomeEstimator

causallib.survival.WeightedSurvival
causallib.survival.StandardizedSurvival
causallib.survival.WeightedStandardizedSurvival
causallib.survival.MarginalSurvival
causallib.survival.RegressionCurveFitter
causallib.survival.UnivariateCurveFitter

causallib.preprocessing.transformers.PropensityTransformer
causallib.preprocessing.transformers.MatchingTransformer

causallib.preprocessing.confounder_selection.DoubleLASSO
causallib.preprocessing.confounder_selection.RecursiveConfounderElimination

causallib.positivity.trimming.Trimming
causallib.positivity.UnivariateBoundingBox

causallib.metrics.get_scorer
causallib.metrics.get_scorer_names

causallib.model_selection.causalize_searcher
causallib.model_selection.GridSearchCV
causallib.model_selection.RandomizedSearchCV
causallib.model_selection.TreatmentStratifiedKFold
causallib.model_selection.TreatmentOutcomeStratifiedKFold

causallib.evaluation.evaluate
causallib.evaluation.evaluate_bootstrap

causallib.datasets.load_nhefs
causallib.datasets.load_nhefs_survival
causallib.datasets.load_acic16
causallib.simulation.CausalSimulator3

causallib.contrib.adversarial_balancing.AdversarialBalancing
causallib.contrib.hemm.hemm.HEMM
causallib.contrib.bicause_tree.BICauseTree
causallib.contrib.faissknn.FaissNearestNeighbors

API Reference
causallib.model_selection.RandomizedSearchCV

causallib.model_selection.RandomizedSearchCV#

RandomizedSearchCV#: alias of CausalRandomizedSearchCV

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