Scorio - v0.2.3
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    Module aggregate

    Answer selection and stopping rules, imported from scorio/aggregate.

    Functions are available in idiomatic camelCase and as snake_case aliases. Candidate-pool selection follows the Python return contract: a scalar for a single question, an array for a batch, and optional representative index / score fields in a fixed tuple order.

    Referenced types
    confidence
    prm
    bestOf
    vote
    calibration
    cges
    online
    KDEVoteCalibration
    PicsarOptions
    ReducerOptions
    LogprobMarginOptions
    DeepconfConfidenceOptions
    PrmAggregateOptions
    BestOfNOptions
    MajorityOfTheBestsOptions
    BestOfMajorityOptions
    MajorityVoteOptions
    WeightedMajorityVoteOptions
    SoftmaxWeightedVoteOptions
    RankWeightedVoteOptions
    LogitWeightedVoteOptions
    FilteredVoteOptions
    KDEVoteCalibrationInit
    FitKDEVoteCalibrationOptions
    KDEWeightedVoteOptions
    CGESVoteOptions
    CGESStopOptions
    AdaptiveConsistencyStopOptions
    AdaptiveConsistencyDirichletStopOptions
    AdaptiveConsistencyCrpStopOptions
    SelectionReturnOptions
    NumericInput
    TopKLogprobs
    TokenReducer
    DeepconfMode
    PrmAggregateMethod
    BestOfMajorityAggregate
    WeightedVoteAggregate
    LogitTransform
    KDEBandwidthSpecification
    CGESOther
    AnswerInput
    ScoreInput
    Selection
    SelectionIndex
    SelectionScore
    PackedSelection
    Keep
    meanLogprob
    sequenceLogprob
    perplexity
    selfCertainty
    tokenConfidence
    deepconfConfidence
    tokenEntropy
    varentropy
    maxSoftmaxProbability
    logprobMargin
    picsar
    prmAggregate
    bestOfN
    majorityOfTheBests
    mob
    bestOfMajority
    majorityVote
    weightedMajorityVote
    softmaxWeightedVote
    rankWeightedVote
    logitWeightedVote
    filteredVote
    fitKdeVoteCalibration
    kdeWeightedVote
    cgesVote
    cgesStop
    adaptiveConsistencyStop
    adaptiveConsistencyDirichletStop
    adaptiveConsistencyCrpStop
    escStop
    deepconfStopThreshold
    deepconfOnlineStop
    CGES_OTHER
    mean_logprob → meanLogprob
    sequence_logprob → sequenceLogprob
    self_certainty → selfCertainty
    token_confidence → tokenConfidence
    deepconf_confidence → deepconfConfidence
    token_entropy → tokenEntropy
    max_softmax_probability → maxSoftmaxProbability
    logprob_margin → logprobMargin
    prm_aggregate → prmAggregate
    best_of_n → bestOfN
    majority_of_the_bests → majorityOfTheBests
    best_of_majority → bestOfMajority
    majority_vote → majorityVote
    weighted_majority_vote → weightedMajorityVote
    softmax_weighted_vote → softmaxWeightedVote
    rank_weighted_vote → rankWeightedVote
    logit_weighted_vote → logitWeightedVote
    filtered_vote → filteredVote
    fit_kde_vote_calibration → fitKdeVoteCalibration
    kde_weighted_vote → kdeWeightedVote
    cges_vote → cgesVote
    cges_stop → cgesStop
    adaptive_consistency_stop → adaptiveConsistencyStop
    adaptive_consistency_dirichlet_stop → adaptiveConsistencyDirichletStop
    adaptive_consistency_crp_stop → adaptiveConsistencyCrpStop
    esc_stop → escStop
    deepconf_stop_threshold → deepconfStopThreshold
    deepconf_online_stop → deepconfOnlineStop