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uqlm.scorers
uqlm.scorers.baseclass
uqlm.scorers.baseclass.uncertainty
uqlm.scorers.baseclass.uncertainty.UncertaintyQuantifier
uqlm.scorers.black_box
uqlm.scorers.black_box.BlackBoxUQ
uqlm.scorers.density
uqlm.scorers.density.SemanticDensity
uqlm.scorers.ensemble
uqlm.scorers.ensemble.UQEnsemble
uqlm.scorers.entropy
uqlm.scorers.entropy.SemanticEntropy
uqlm.scorers.panel
uqlm.scorers.panel.LLMPanel
uqlm.scorers.white_box
uqlm.scorers.white_box.WhiteBoxUQ
uqlm.black_box
uqlm.black_box.bert
uqlm.black_box.bert.BertScorer
uqlm.black_box.consistency
uqlm.black_box.consistency.ConsistencyScorer
uqlm.black_box.cosine
uqlm.black_box.cosine.CosineScorer
uqlm.black_box.match
uqlm.black_box.match.MatchScorer
uqlm.white_box
uqlm.white_box.baseclass
uqlm.white_box.baseclass.logprobs_scorer
uqlm.white_box.baseclass.logprobs_scorer.LogprobsScorer
uqlm.white_box.p_true
uqlm.white_box.p_true.PTrueScorer
uqlm.white_box.sampled_logprobs
uqlm.white_box.sampled_logprobs.SampledLogprobsScorer
uqlm.white_box.single_logprobs
uqlm.white_box.single_logprobs.SingleLogprobsScorer
uqlm.white_box.top_logprobs
uqlm.white_box.top_logprobs.TopLogprobsScorer
uqlm.judges
uqlm.judges.judge
uqlm.judges.judge.LLMJudge
uqlm.nli
uqlm.nli.cluster
uqlm.nli.cluster.SemanticClusterer
uqlm.nli.nli
uqlm.nli.nli.NLI
uqlm.calibration
uqlm.calibration.evaluate
uqlm.calibration.evaluate.evaluate_calibration
uqlm.calibration.score_calibrator
uqlm.calibration.score_calibrator.ScoreCalibrator
uqlm.resources
uqlm.utils
uqlm.utils.dataloader
uqlm.utils.dataloader.list_dataset_names
uqlm.utils.dataloader.load_example_dataset
uqlm.utils.display
uqlm.utils.display.ConditionalBarColumn
uqlm.utils.display.ConditionalSpinnerColumn
uqlm.utils.display.ConditionalTextColumn
uqlm.utils.display.ConditionalTimeElapsedColumn
uqlm.utils.grader
uqlm.utils.grader.LLMGrader
uqlm.utils.llm_config
uqlm.utils.llm_config.load_llm_config
uqlm.utils.llm_config.save_llm_config
uqlm.utils.plots
uqlm.utils.plots.plot_filtered_accuracy
uqlm.utils.plots.plot_model_accuracies
uqlm.utils.plots.plot_ranked_auc
uqlm.utils.postprocessors
uqlm.utils.postprocessors.math_postprocessor
uqlm.utils.prompts
uqlm.utils.prompts.create_example
uqlm.utils.prompts.create_instruction
uqlm.utils.response_generator
uqlm.utils.response_generator.ResponseGenerator
uqlm.utils.results
uqlm.utils.results.UQResult
uqlm.utils.tuner
uqlm.utils.tuner.Tuner
uqlm.utils.warn
uqlm.utils.warn.beta_warning
uqlm.utils.warn.deprecation_warning
uqlm.utils.warn.UQLMBetaWarning
uqlm.utils.warn.UQLMDeprecationWarning
API
uqlm.nli
uqlm.nli.nli
uqlm.nli.nli
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Classes
NLI
([device, verbose, nli_model_name, ...])
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