Scorio - v0.2.3
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    Module eval

    Scorio evaluation metrics and uncertainty estimators.

    Import from scorio/eval. bayes and avg return [mean, std]; most other metrics return a scalar. Their *Ci / *_ci companions return [mean, std, lo, hi] with a normal-approximation interval. Pass-family interval functions use posterior means, which can differ from the empirical point estimates. TailPass returns a threshold profile with separate utilities.

    Every metric is exported under two names: an idiomatic camelCase name (passAtK) and a snake_case alias matching the Python/Julia API (pass_at_k).

    Referenced types
    tailpassWeights
    TailPassProfile
    TailPassDraws
    TailPassOptions
    TailPassCIOptions
    SamplingOptions
    Matrix
    Bounds
    ScalarSummary
    ProfileSummary
    unanimousAtK
    unanimousAtKCi
    bayes
    bayesCi
    avg
    avgCi
    passAtK
    passAtKCi
    passHatK
    passHatKCi
    gPassAtK
    gPassAtKCi
    gPassAtKTau
    gPassAtKTauCi
    mgPassAtK
    mgPassAtKCi
    majAtK
    majAtKCi
    aucAtK
    aucAtKCi
    maxAtK
    maxAtKCi
    thresholdSpectrumAtK
    thresholdSpectrumAtKCi
    geomAtK
    geomAtKCi
    geomDsAtK
    geomDsAtKCi
    geoSpectrumAtK
    geoSpectrumAtKCi
    geoSpectrumStarAtK
    geoSpectrumStarAtKCi
    pass_hat_k
    pass_hat_k_ci
    tailpass
    tailpassEmpirical
    unanimous_at_k → unanimousAtK
    unanimous_at_k_ci → unanimousAtKCi
    bayes_ci → bayesCi
    avg_ci → avgCi
    pass_at_k → passAtK
    pass_at_k_ci → passAtKCi
    g_pass_at_k → gPassAtK
    g_pass_at_k_ci → gPassAtKCi
    g_pass_at_k_tau → gPassAtKTau
    g_pass_at_k_tau_ci → gPassAtKTauCi
    mg_pass_at_k → mgPassAtK
    mg_pass_at_k_ci → mgPassAtKCi
    maj_at_k → majAtK
    maj_at_k_ci → majAtKCi
    auc_at_k → aucAtK
    auc_at_k_ci → aucAtKCi
    max_at_k → maxAtK
    max_at_k_ci → maxAtKCi
    threshold_spectrum_at_k → thresholdSpectrumAtK
    threshold_spectrum_at_k_ci → thresholdSpectrumAtKCi
    geom_at_k → geomAtK
    geom_at_k_ci → geomAtKCi
    geom_ds_at_k → geomDsAtK
    geom_ds_at_k_ci → geomDsAtKCi
    geo_spectrum_at_k → geoSpectrumAtK
    geo_spectrum_at_k_ci → geoSpectrumAtKCi
    geo_spectrum_star_at_k → geoSpectrumStarAtK
    geo_spectrum_star_at_k_ci → geoSpectrumStarAtKCi
    tailpass_empirical → tailpassEmpirical
    tailpass_weights → tailpassWeights