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Metric bootstraps and R-learner cross-validation draw from global NumPy state
enhancementNew feature or requestNew feature or requestStatus: Open.#1029 In uber/causalml;dr_score and plug_in_t_score document learner as optional but raise without it
documentationImprovements or additions to documentationImprovements or additions to documentationStatus: Open.#1028 In uber/causalml;Default propensity models produce degenerate scores (constant on imbalanced data; overfit for the GBM variant)
bugSomething isn't workingSomething isn't workingStatus: Open.#1027 In uber/causalml;S-learner estimate_ate crashes on DataFrame input and returns a different shape than the other meta-learners
bugSomething isn't workingSomething isn't workingStatus: Open.#1026 In uber/causalml;sklearn metadata routing: let
treatmentreach a learner inside a PipelineenhancementNew feature or requestNew feature or requestStatus: Open.#986 In uber/causalml;Flip every signature to
(X, y, treatment, ...)and delete the deprecation shimenhancementNew feature or requestNew feature or requestrefactoringCode refactoringCode refactoringStatus: Open.#985 In uber/causalml;Adopt the scikit-learn
fit(X, y, treatment, ...)argument order (v1.0 M1)enhancementNew feature or requestNew feature or requestrefactoringCode refactoringCode refactoringStatus: Open.#980 In uber/causalml;CausalML is not compatible with Scikit-Learn Pipeline
enhancementNew feature or requestNew feature or requestStatus: Open.#854 In uber/causalml;