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XCausal
XCausal
  • API reference
    • xcausal.CausalEnsemble
    • xcausal.AteEstimate
    • xcausal.CateEstimate
    • xcausal.ComponentAteEstimate
    • xcausal.ComponentCateEstimate
    • xcausal.infer_outcome_type
    • xcausal.XCausalWarning
    • xcausal.ComponentWarning
    • xcausal.ComponentFailureWarning
    • xcausal.ComponentExclusionWarning
    • xcausal.BootstrapWarning
    • xcausal.RiskDifferenceWarning
    • xcausal.defaults.default_methods
    • xcausal.defaults.default_outcome_model
    • xcausal.defaults.default_propensity_model
    • xcausal.aggregation.AggregationStrategy
    • xcausal.aggregation.PointwiseStrategy
    • xcausal.aggregation.AgreementStrategy
    • xcausal.aggregation.SupervisedStrategy
    • xcausal.aggregation.Mean
    • xcausal.aggregation.Median
    • xcausal.aggregation.TrimmedMean
    • xcausal.aggregation.CBA
    • xcausal.aggregation.CausalStacking
    • xcausal.aggregation.QAggregation
    • xcausal.aggregation.RStacking
    • xcausal.aggregation.Select
    • xcausal.aggregation.EnsembleWeights
    • xcausal.aggregation.BootstrapResult
    • xcausal.aggregation.CrossFitSplit
    • xcausal.aggregation.TrainAvgSplit
    • xcausal.aggregation.FoldSpec
    • xcausal.aggregation.NuisanceEstimates
    • xcausal.aggregation.fit_nuisance
    • xcausal.aggregation.dr_pseudo_outcome
    • xcausal.aggregation.robinson_residuals
    • xcausal.adapters.CausalEstimator
    • xcausal.adapters.EconMLAdapter
    • xcausal.adapters.CausalMLAdapter
    • xcausal.adapters.DoubleMLAdapter
    • xcausal.adapters.StochtreeAdapter
    • xcausal.adapters.GenericATEAdapter
    • xcausal.adapters.GenericCATEAdapter
    • xcausal.adapters.INNER_WORKER_ENV
    • xcausal.plots.forest
    • xcausal.plots.weights
    • xcausal.plots.cate_profile
    • xcausal.plots.disagreement
    • xcausal.datasets.load_lalonde
  • Default components and model configuration
  • Changelog
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xcausal.ComponentWarning¶

exception xcausal.ComponentWarning[source]¶

Bases: XCausalWarning

Base class for warnings indicating an operating-ensemble pool reduction.

Subclassed into ComponentFailureWarning (runtime fit/predict failures) and ComponentExclusionWarning (configuration mismatches). Filtering at this level catches any partial-pool surprise regardless of cause, but does NOT catch BootstrapWarning or RiskDifferenceWarning.

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xcausal.ComponentFailureWarning
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  • xcausal.ComponentWarning
    • ComponentWarning