Index _ | C | D | E | F | G | H | I | L | M | P | Q | R | S | T | U _ __init__() (torchuq.dataset.ham.HAM10000 method) (torchuq.transform.basic.Calibrator method) (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.basic.DistributionBase method) (torchuq.transform.calibrate.DirichletCalibrator method) (torchuq.transform.calibrate.HistogramBinning method) (torchuq.transform.calibrate.TemperatureScaling method) (torchuq.transform.conformal.ConformalBase method) (torchuq.transform.conformal.ConformalCalibrator method) (torchuq.transform.conformal.ConformalIntervalPredictor method) (torchuq.transform.conformal.DistributionConformal method) (torchuq.transform.conformal.DistributionConformalLinear method) (torchuq.transform.conformal.DistributionConformalNAF method) (torchuq.transform.conformal.DistributionConformalRandom method) (torchuq.transform.decision.CriticDecision method) (torchuq.transform.decision.DecisionCalibrator method) (torchuq.transform.direct.DistributionKDE method) C Calibrator (class in torchuq.transform.basic) categorical_to_topk() (in module torchuq.transform.direct) categorical_to_uset() (in module torchuq.transform.direct) cdf() (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.conformal.DistributionConformalLinear method) (torchuq.transform.conformal.DistributionConformalNAF method) (torchuq.transform.conformal.DistributionConformalRandom method) (torchuq.transform.direct.DistributionKDE method) check_type() (torchuq.transform.basic.Calibrator method) compute_coverage() (in module torchuq.evaluate.interval) compute_crps() (in module torchuq.evaluate.distribution) compute_ece() (in module torchuq.evaluate.distribution) compute_huber_loss() (in module torchuq.evaluate.point) compute_l2_loss() (in module torchuq.evaluate.point) compute_length() (in module torchuq.evaluate.interval) compute_mean() (in module torchuq.evaluate.distribution) compute_mean_std() (in module torchuq.evaluate.distribution) compute_pinball_loss() (in module torchuq.evaluate.point) (in module torchuq.evaluate.quantile) compute_std() (in module torchuq.evaluate.distribution) ConcatDistribution (class in torchuq.transform.basic) ConformalBase (class in torchuq.transform.conformal) ConformalCalibrator (class in torchuq.transform.conformal) ConformalIntervalPredictor (class in torchuq.transform.conformal) CriticDecision (class in torchuq.transform.decision) D DecisionCalibrator (class in torchuq.transform.decision) DirichletCalibrator (class in torchuq.transform.calibrate) distribution_to_interval() (in module torchuq.transform.direct) distribution_to_particle() (in module torchuq.transform.direct) distribution_to_point() (in module torchuq.transform.direct) distribution_to_quantile() (in module torchuq.transform.direct) DistributionBase (class in torchuq.transform.basic) DistributionConformal (class in torchuq.transform.conformal) DistributionConformalLinear (class in torchuq.transform.conformal) DistributionConformalNAF (class in torchuq.transform.conformal) DistributionConformalRandom (class in torchuq.transform.conformal) DistributionKDE (class in torchuq.transform.direct) E ensemble_to_distribution() (in module torchuq.transform.direct) F forward() (torchuq.transform.decision.CriticDecision method) G get_classification_datasets() (in module torchuq.dataset.classification) get_ham10000() (in module torchuq.dataset.ham) get_regression_datasets() (in module torchuq.dataset.regression) H HAM10000 (class in torchuq.dataset.ham) HistogramBinning (class in torchuq.transform.calibrate) I icdf() (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.conformal.DistributionConformalLinear method) (torchuq.transform.conformal.DistributionConformalNAF method) (torchuq.transform.conformal.DistributionConformalRandom method) (torchuq.transform.direct.DistributionKDE method) interval_to_point() (in module torchuq.transform.direct) L log_prob() (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.basic.DistributionBase method) (torchuq.transform.conformal.DistributionConformal method) (torchuq.transform.direct.DistributionKDE method) M module torchuq.dataset.classification torchuq.dataset.ham torchuq.dataset.regression torchuq.evaluate.distribution torchuq.evaluate.interval torchuq.evaluate.point torchuq.evaluate.quantile torchuq.transform.basic torchuq.transform.calibrate torchuq.transform.conformal torchuq.transform.decision torchuq.transform.direct P particle_to_distribution() (in module torchuq.transform.direct) particle_to_quantile() (in module torchuq.transform.direct) plot_cdf() (in module torchuq.evaluate.distribution) plot_cdf_sequence() (in module torchuq.evaluate.distribution) plot_conditional_bias() (in module torchuq.evaluate.point) plot_density_sequence() (in module torchuq.evaluate.distribution) plot_icdf() (in module torchuq.evaluate.distribution) plot_interval_sequence() (in module torchuq.evaluate.interval) plot_length_cdf() (in module torchuq.evaluate.interval) plot_quantile_calibration() (in module torchuq.evaluate.quantile) plot_quantile_sequence() (in module torchuq.evaluate.quantile) plot_reliability_diagram() (in module torchuq.evaluate.distribution) plot_scatter() (in module torchuq.evaluate.point) Q quantile_to_distribution() (in module torchuq.transform.direct) R rsample() (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.basic.DistributionBase method) (torchuq.transform.conformal.DistributionConformal method) S sample() (torchuq.transform.conformal.DistributionConformal method) sample_n() (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.conformal.DistributionConformal method) shape_inference() (torchuq.transform.basic.DistributionBase method) (torchuq.transform.conformal.DistributionConformal method) T TemperatureScaling (class in torchuq.transform.calibrate) to() (torchuq.transform.basic.Calibrator method) (torchuq.transform.basic.ConcatDistribution method) (torchuq.transform.calibrate.DirichletCalibrator method) (torchuq.transform.calibrate.HistogramBinning method) (torchuq.transform.calibrate.TemperatureScaling method) (torchuq.transform.conformal.ConformalBase method) (torchuq.transform.conformal.DistributionConformal method) (torchuq.transform.decision.DecisionCalibrator method) topk_to_uset() (in module torchuq.transform.direct) torchuq.dataset.classification module torchuq.dataset.ham module torchuq.dataset.regression module torchuq.evaluate.distribution module torchuq.evaluate.interval module torchuq.evaluate.point module torchuq.evaluate.quantile module torchuq.transform.basic module torchuq.transform.calibrate module torchuq.transform.conformal module torchuq.transform.decision module torchuq.transform.direct module train() (torchuq.transform.basic.Calibrator method) (torchuq.transform.calibrate.DirichletCalibrator method) (torchuq.transform.calibrate.HistogramBinning method) (torchuq.transform.calibrate.TemperatureScaling method) (torchuq.transform.conformal.ConformalBase method) (torchuq.transform.decision.DecisionCalibrator method) U update() (torchuq.transform.basic.Calibrator method) (torchuq.transform.conformal.ConformalBase method)