Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __add__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.iMatrix method) (pyuncertainnumber.pba.operation.iVector method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __array_ufunc__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __contains__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) __eq__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) __ge__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __getattr__() (pyuncertainnumber.pba.mixins._PboxOpsMixin method) __getitem__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) __gt__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __hash__() (pyuncertainnumber.pba.intervals.complex.Interval method) __hi (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __init_check() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __init_construct() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __init_subclass__() (pyuncertainnumber.pba.mixins._PboxOpsMixin class method) __iszeroin (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __iter__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) __le__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __len__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) __lo (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __lt__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __m (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __matmul__() (pyuncertainnumber.pba.operation.iMatrix method) (pyuncertainnumber.pba.operation.iVector method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.operation.Vector_pbox method) __mul__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __ne__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __neg__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] __next__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __pos__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __post_init__() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) __pow__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __r (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __radd__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __repr__() (pyuncertainnumber.calibration.Stage method) (pyuncertainnumber.calibration.tmcmc.Stage method) (pyuncertainnumber.characterisation.multiple_UN.Deck method) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.Dependency method) (pyuncertainnumber.eCDF_bundle method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.cbox_constructor.Cbox method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.distributions.JointDistribution method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) (pyuncertainnumber.pba.ecdf.eCDF_bundle method) (pyuncertainnumber.pba.eCDF_bundle method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.intervals.number.LightweightInterval method) (pyuncertainnumber.pba.JointDistribution method) (pyuncertainnumber.pba.Leaf method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Leaf method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __rge__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __rgt__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __rle__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __rlt__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) __rmul__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __rpow__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __rsub__() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] __rtruediv__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __setitem__() (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) __str__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __sub__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __subi_div (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __subi_mul (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __subint (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) __truediv__() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) __version__ (in module pyuncertainnumber) __w (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) _apply() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) _arraylike() (in module pyuncertainnumber.pba.intervals.intervalOperators) _BIN_OPS (pyuncertainnumber.pba.mixins._PboxOpsMixin attribute) _bound_pcdf() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) _coerce_to_pbox() (pyuncertainnumber.pba.mixins._PboxOpsMixin static method) _compute_nominal_value() (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.mixins.NominalValueMixin method) (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) _construct (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) _copula (pyuncertainnumber.Dependency attribute) (pyuncertainnumber.pba.Dependency attribute) (pyuncertainnumber.pba.dependency.Dependency attribute) _create_DSstructure() (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) _current_dependency (in module pyuncertainnumber.pba.context) _draw_peeling_cell() (in module pyuncertainnumber.calibration.data_peeling.plots) _ecdf_value_on_left_of_intervals() (in module pyuncertainnumber.pba.utils) _func (pyuncertainnumber.Propagation attribute) (pyuncertainnumber.propagation.p.Propagation attribute) _get_hint() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) _grid_idx_by_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _hi (pyuncertainnumber.Interval attribute), [1] (pyuncertainnumber.pba.I attribute) (pyuncertainnumber.pba.Interval attribute) (pyuncertainnumber.pba.intervals.Interval attribute) (pyuncertainnumber.pba.intervals.number.Interval attribute) _init_moments() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Pbox method) (pyuncertainnumber.Staircase method), [1] _init_moments_range() (pyuncertainnumber.pba.Leaf method) (pyuncertainnumber.pba.pbox_abc.Leaf method) _init_range() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) _intervallike() (in module pyuncertainnumber.pba.intervals.intervalOperators) _intervals (pyuncertainnumber.DempsterShafer attribute) (pyuncertainnumber.pba.DempsterShafer attribute) (pyuncertainnumber.pba.DSS attribute) (pyuncertainnumber.pba.dss.DempsterShafer attribute) _joint_dist (pyuncertainnumber.pba.distributions.JointDistribution attribute) (pyuncertainnumber.pba.JointDistribution attribute) _kde_logweights() (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) _key_from_xi() (pyuncertainnumber.calibration.knn.KNNCalibrator static method) (pyuncertainnumber.calibration.KNNCalibrator static method) _likelihood (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) _lo (pyuncertainnumber.Interval attribute), [1] (pyuncertainnumber.pba.I attribute) (pyuncertainnumber.pba.Interval attribute) (pyuncertainnumber.pba.intervals.Interval attribute) (pyuncertainnumber.pba.intervals.number.Interval attribute) _logZ (pyuncertainnumber.calibration.utils_bayesian.PriorUniform attribute) _masses (pyuncertainnumber.DempsterShafer attribute) (pyuncertainnumber.pba.DempsterShafer attribute) (pyuncertainnumber.pba.DSS attribute) (pyuncertainnumber.pba.dss.DempsterShafer attribute) _match_distribution() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) _neigh_by_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _parametric_bounds_array() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) _PboxOpsMixin (class in pyuncertainnumber.pba.mixins) _physical_quantity (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) _post_init_check() (pyuncertainnumber.Dependency method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.Propagation method) (pyuncertainnumber.propagation.p.Propagation method) _posterior (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _posterior_chain (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) _ppf (pyuncertainnumber.pba.distributions.WrapperDist attribute) _prior (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) _pvalues (pyuncertainnumber.pba.Pbox attribute) (pyuncertainnumber.pba.pbox_abc.Pbox attribute) (pyuncertainnumber.Pbox attribute) _REFL (pyuncertainnumber.pba.mixins._PboxOpsMixin attribute) _round_rows() (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) _samples (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) _scaler_by_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _sim_theta (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _sim_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _sim_y (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _single_param_alias (pyuncertainnumber.Dependency attribute) (pyuncertainnumber.pba.Dependency attribute) (pyuncertainnumber.pba.dependency.Dependency attribute) _skip_construct_init (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) _theta_by_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _theta_grid (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) _to_pbox() (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) _UNARY_OPS (pyuncertainnumber.pba.mixins._PboxOpsMixin attribute) _unary_template() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] _update_physical_quantity() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) _vars (pyuncertainnumber.Propagation attribute) (pyuncertainnumber.propagation.p.P attribute) (pyuncertainnumber.propagation.p.Propagation attribute) _y_by_xi (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) A a_tol (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) abs() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) abs2() (pyuncertainnumber.pba.intervals.complex.Interval method) absolute() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) acquisition_function (pyuncertainnumber.opt.bo.BayesOpt_args_signature attribute) add() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) add_raw_data() (pyuncertainnumber.propagation.utils.Propagation_results method) additive_bcc() (in module pyuncertainnumber.pba.intervals.backcalc) adec() (in module pyuncertainnumber.pba.operation) Aleatory (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) aleatory_propagation() (in module pyuncertainnumber.propagation.uncertaintyPropagation) AleatoryPropagation (class in pyuncertainnumber.propagation.p) almost_contain() (in module pyuncertainnumber.pba.intervals.methods) alpha() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) alpha_cut() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] am_diff_register() (in module pyuncertainnumber.validation.area_metric) am_distance_counter() (in module pyuncertainnumber.validation.area_metric) AncillaryUncertainty (class in pyuncertainnumber.characterisation.un_fields) anglit() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) antweiler() (in module pyuncertainnumber.characterisation.stats) approxksD95() (in module pyuncertainnumber.characterisation.stats) arcsine() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) area_between_ecdfs() (in module pyuncertainnumber.pba.utils) area_metric() (in module pyuncertainnumber) (in module pyuncertainnumber.validation.area_metric) area_metric_ecdf() (in module pyuncertainnumber.pba.core) area_metric_hint() (in module pyuncertainnumber.pba.core) area_metric_np_numbers() (in module pyuncertainnumber.validation.area_metric) area_metric_number() (in module pyuncertainnumber.validation.area_metric) area_metric_pbox() (in module pyuncertainnumber.validation.area_metric) area_metric_pbox_diff() (in module pyuncertainnumber.validation.area_metric) area_metric_sample() (in module pyuncertainnumber.validation.area_metric) argus() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) array2list() (in module pyuncertainnumber.characterisation.utils) as_bayes_opt() (in module pyuncertainnumber.opt.bo) as_bayes_opt_2d() (in module pyuncertainnumber.opt.bo) as_bayes_opt_auto() (in module pyuncertainnumber.opt.bo) assign_method() (pyuncertainnumber.Propagation method) (pyuncertainnumber.propagation.p.Propagation method) auxiliary_input_distribution (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) B b2b() (in module pyuncertainnumber) (in module pyuncertainnumber.propagation.b2b) backcalc() (in module pyuncertainnumber.pba.intervals.backcalc) bad_list_checking() (in module pyuncertainnumber.characterisation.utils) balchprod() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] banana_data() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.examples) banana_model() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.examples) bar() (in module pyuncertainnumber.propagation.performance) bar_individual() (in module pyuncertainnumber.propagation.performance) bar_universal() (in module pyuncertainnumber.propagation.performance) bar_vec() (in module pyuncertainnumber.propagation.performance) BayesOpt (class in pyuncertainnumber.opt.bo) BayesOpt_args_signature (class in pyuncertainnumber.opt.bo) BayesOpt_iterable_signature (class in pyuncertainnumber.opt.bo) BayesOpt_vectorised_signature (class in pyuncertainnumber.opt.bo) bdata (pyuncertainnumber.pba.params.Data attribute) bernoulli() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) bet (in module pyuncertainnumber.calibration.data_peeling.scenario) beta (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) beta() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) betabinom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) BetaGaussCopulaPDF (class in pyuncertainnumber.calibration.utils_bayesian) BetaMixtureGaussCopulaPDF (class in pyuncertainnumber.calibration.utils_bayesian) betanbinom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) betapert() (in module pyuncertainnumber.characterisation.stats) betaprime() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) bi_imc() (in module pyuncertainnumber.propagation.mixed_up) bin_ops() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) binom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) bisect() (in module pyuncertainnumber.pba.intervals.methods) boltzmann() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) bound_rep() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) bound_steps_check() (in module pyuncertainnumber.pba.pbox_abc) boxes_to_fuzzy_projection() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.fuzzy) bradford() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) breakout() (in module pyuncertainnumber.calibration.data_peeling.plots) BRUTEFORCE() (in module pyuncertainnumber.pba.intervals.complex) build_constraints_from_pbox_robust() (in module pyuncertainnumber.pba.utils) burn_in (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) burr() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) burr12() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) C c_() (in module pyuncertainnumber.calibration.data_peeling.plots) C_func() (in module pyuncertainnumber.pba.operation) calibrate() (pyuncertainnumber.calibration.calibration.Calibrator method) (pyuncertainnumber.calibration.calibration.MCMCCalibrator method) (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) (pyuncertainnumber.calibration.MCMCCalibrator method) calibration_distance() (in module pyuncertainnumber.pba.core) Calibrator (class in pyuncertainnumber.calibration.calibration) cards (pyuncertainnumber.characterisation.multiple_UN.Deck attribute) cauchy() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) cauchy_deviate_method() (in module pyuncertainnumber.propagation.cauchy_deviate) cauchy_deviate_raw() (in module pyuncertainnumber.propagation.cauchy_deviate) cb_deflection() (in module pyuncertainnumber.propagation.performance) cb_deflection_separate() (in module pyuncertainnumber.propagation.performance) cb_deflection_vectorised() (in module pyuncertainnumber.propagation.performance) cb_func() (in module pyuncertainnumber.propagation.performance) cb_stress() (in module pyuncertainnumber.propagation.performance) CBbernoulli() (in module pyuncertainnumber.pba.cbox) CBbernoulli_p() (in module pyuncertainnumber.pba.cbox) CBbinomial() (in module pyuncertainnumber.pba.cbox) CBbinomial_p() (in module pyuncertainnumber.pba.cbox) CBexponential() (in module pyuncertainnumber.pba.cbox) CBexponential_lambda() (in module pyuncertainnumber.pba.cbox) CBlognormal() (in module pyuncertainnumber.pba.cbox) CBlognormal_mu() (in module pyuncertainnumber.pba.cbox) CBlognormal_sigma() (in module pyuncertainnumber.pba.cbox) CBnonparametric() (in module pyuncertainnumber.pba.cbox) CBnonparametric_deconvolution() (in module pyuncertainnumber.pba.cbox) CBnormal() (in module pyuncertainnumber.pba.cbox) CBnormal_meandifference() (in module pyuncertainnumber.pba.cbox) CBnormal_mu() (in module pyuncertainnumber.pba.cbox) CBnormal_sigma() (in module pyuncertainnumber.pba.cbox) Cbox (class in pyuncertainnumber.pba.cbox_constructor) (class in pyuncertainnumber.pba.pbox_abc) cbox_from_extredists() (in module pyuncertainnumber.pba.cbox_constructor) cbox_from_pseudosamples() (in module pyuncertainnumber.pba.cbox_constructor) cboxNormalMu_base() (in module pyuncertainnumber.pba.cbox) CBpoisson() (in module pyuncertainnumber.pba.cbox) CBpoisson_lambda() (in module pyuncertainnumber.pba.cbox) CBuniform() (in module pyuncertainnumber.pba.cbox) CBuniform_maximum() (in module pyuncertainnumber.pba.cbox) CBuniform_midpoint() (in module pyuncertainnumber.pba.cbox) CBuniform_minimum() (in module pyuncertainnumber.pba.cbox) CBuniform_width() (in module pyuncertainnumber.pba.cbox) cd_root_dir() (in module pyuncertainnumber.characterisation.utils) cdf() (pyuncertainnumber.Dependency method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] cdf_of_g() (pyuncertainnumber.pba.distributions.JointDistribution static method) (pyuncertainnumber.pba.JointDistribution static method) Certain (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) check_argument_count() (in module pyuncertainnumber.opt.bo) check_names() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) check_trace() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) chi() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) chi2() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) ci() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.cbox_constructor.Cbox method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) classic_frechet_pbox() (in module pyuncertainnumber.pba.pbox_abc) closer_bound() (in module pyuncertainnumber.pba.core) cmap (in module pyuncertainnumber.calibration.data_peeling.plots) color_dict (in module pyuncertainnumber.calibration.data_peeling.plots) COLORMAP (in module pyuncertainnumber.calibration.data_peeling.plots) ComplexInterval (class in pyuncertainnumber.pba.intervals.complex) components (pyuncertainnumber.calibration.utils_bayesian.BetaMixtureGaussCopulaPDF attribute) (pyuncertainnumber.pba.operation.Vector attribute) compute_beta_update_evidence() (in module pyuncertainnumber.calibration.tmcmc) (in module pyuncertainnumber.calibration.utils_bayesian), [1] condensation() (in module pyuncertainnumber.pba.utils) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] condensation_bound() (in module pyuncertainnumber.pba.utils) condensation_bounds() (in module pyuncertainnumber.pba.utils) condense() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] condense_bounds() (in module pyuncertainnumber.propagation.utils) confidence (pyuncertainnumber.characterisation.un_fields.Variability attribute) Config (class in pyuncertainnumber.characterisation.config) conformal_double_metric() (in module pyuncertainnumber.validation.area_metric) conjugate() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) console (in module pyuncertainnumber.console) construct (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber property) (pyuncertainnumber.UN property) (pyuncertainnumber.UncertainNumber property) construct_type (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber property) (pyuncertainnumber.UN property) (pyuncertainnumber.UncertainNumber property) constructs (pyuncertainnumber.Propagation property) (pyuncertainnumber.propagation.p.Propagation property) consume_interval() (in module pyuncertainnumber.pba.intervals.mat_features) consume_list() (in module pyuncertainnumber.pba.intervals.mat_features) contain() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) contains() (pyuncertainnumber.pba.intervals.complex.Interval method) control_bcc() (in module pyuncertainnumber.pba.intervals.backcalc) convert() (in module pyuncertainnumber) (in module pyuncertainnumber.pba), [1] (in module pyuncertainnumber.pba.operation) convert_pbox() (in module pyuncertainnumber.pba.pbox_abc) copula (pyuncertainnumber.Dependency property) (pyuncertainnumber.pba.core.Joint attribute) (pyuncertainnumber.pba.Dependency property) (pyuncertainnumber.pba.dependency.Dependency property) (pyuncertainnumber.pba.distributions.JointDistribution attribute) (pyuncertainnumber.pba.JointDistribution attribute) copula_dss_op() (in module pyuncertainnumber.pba.operation) copula_mass() (in module pyuncertainnumber.pba.operation) copula_op() (in module pyuncertainnumber.pba.operation) copulas_dict (pyuncertainnumber.Dependency attribute) (pyuncertainnumber.pba.Dependency attribute) (pyuncertainnumber.pba.dependency.Dependency attribute) cos() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) cos_vector() (in module pyuncertainnumber.pba.intervals.methods) cosh() (in module pyuncertainnumber.pba.intervals.methods) cosine() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) count (pyuncertainnumber.characterisation.un_fields.Measurand attribute) cov (pyuncertainnumber.calibration.utils_bayesian.BetaGaussCopulaPDF attribute) (pyuncertainnumber.calibration.utils_bayesian.NormalGaussCopulaPDF attribute) coverage_samples() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.fuzzy) create_artists() (pyuncertainnumber.pba.utils.CustomEdgeRectHandler method) create_colored_edge_box() (in module pyuncertainnumber.pba.utils) create_csv() (in module pyuncertainnumber.propagation.utils) create_folder() (in module pyuncertainnumber.propagation.utils) create_interval() (in module pyuncertainnumber.pba.intervals.mat_features) create_two_large_interval_matrices() (in module pyuncertainnumber.pba.intervals.random) crystalball() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) CustomEdgeRectHandler (class in pyuncertainnumber.pba.utils) customers (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) D D (class in pyuncertainnumber.pba) d (pyuncertainnumber.calibration.pdfs.MultivariateNormal attribute) (pyuncertainnumber.calibration.utils_bayesian.PriorUniform attribute) D() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) Data (class in pyuncertainnumber.pba.params) data (pyuncertainnumber.pba.params.Data attribute) data_peeling_algorithm() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.peeling) data_peeling_backward() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.peeling) Deck (class in pyuncertainnumber.characterisation.multiple_UN) default() (pyuncertainnumber.characterisation.utils.EnhancedJSONEncoder method) (pyuncertainnumber.characterisation.utils.PBAEncoder method) (pyuncertainnumber.characterisation.utils.UNEncoder method) degenerate (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) degenerate_flag() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) DempsterShafer (class in pyuncertainnumber) (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.dss) dempstershafer_element (class in pyuncertainnumber) (class in pyuncertainnumber.pba.dss) dependence (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) Dependency (class in pyuncertainnumber) (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.dependency) dependency (pyuncertainnumber.Propagation attribute) (pyuncertainnumber.propagation.p.P attribute) (pyuncertainnumber.propagation.p.Propagation attribute) (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) dependency() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.context) describe() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) design_bounds (pyuncertainnumber.opt.bo.BayesOpt_args_signature attribute) Design_uncertainty (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) dgamma() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) diam() (pyuncertainnumber.pba.intervals.complex.Interval method) dimension (pyuncertainnumber.opt.ga.GA attribute) directional() (in module pyuncertainnumber.pba.core) discrepancy_scores (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter attribute) (pyuncertainnumber.calibration.EpistemicFilter attribute) discretise() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] display() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.Dependency method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.cbox_constructor.Cbox method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) dist (pyuncertainnumber.pba.D property) (pyuncertainnumber.pba.Distribution property) (pyuncertainnumber.pba.distributions.Distribution property) dist_family (pyuncertainnumber.characterisation.check.DistributionSpecification attribute) (pyuncertainnumber.pba.D attribute) (pyuncertainnumber.pba.Distribution attribute) (pyuncertainnumber.pba.distributions.Distribution attribute) dist_from_sps() (pyuncertainnumber.pba.D class method) (pyuncertainnumber.pba.Distribution class method) (pyuncertainnumber.pba.distributions.Distribution class method) dist_params (pyuncertainnumber.characterisation.check.DistributionSpecification attribute) (pyuncertainnumber.pba.D attribute) (pyuncertainnumber.pba.Distribution attribute) (pyuncertainnumber.pba.distributions.Distribution attribute) (pyuncertainnumber.pba.Leaf attribute) (pyuncertainnumber.pba.pbox_abc.Leaf attribute) distance() (pyuncertainnumber.pba.intervals.complex.Interval method) distance_to_ecdf_bound() (in module pyuncertainnumber.pba.core) Distribution (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.distributions) distribution (pyuncertainnumber.characterisation.un_fields.Measurand attribute) distribution_parameters (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) DistributionSpecification (class in pyuncertainnumber.characterisation.check) div() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) divide() (in module pyuncertainnumber.pba.intervals.arithmetic) dlaplace() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) dot() (in module pyuncertainnumber.pba.intervals.mat_features) (in module pyuncertainnumber.pba.intervals.methods) double_metric() (in module pyuncertainnumber.validation.area_metric) double_monte_carlo() (in module pyuncertainnumber) (in module pyuncertainnumber.propagation.mixed_up) DSS (class in pyuncertainnumber.pba) DSS() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) dweibull() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) E E (pyuncertainnumber.calibration.pdfs.MultivariateNormal attribute) ECDF (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.distributions) ecdf() (in module pyuncertainnumber.pba.ecdf) eCDF_bundle (class in pyuncertainnumber) (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.ecdf) effective_sample_size (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) Einv (pyuncertainnumber.calibration.pdfs.MultivariateNormal attribute) empirical_copula() (in module pyuncertainnumber.pba.dependency) empirical_data (pyuncertainnumber.pba.D attribute) (pyuncertainnumber.pba.Distribution attribute) (pyuncertainnumber.pba.distributions.Distribution attribute) enclosed_area (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) encloses() (pyuncertainnumber.pba.intervals.complex.Interval method) endpoint_distance() (in module pyuncertainnumber.pba.core) endpoints() (in module pyuncertainnumber.propagation.b2b) endpoints_lhs_sample() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) EnhancedJSONEncoder (class in pyuncertainnumber.characterisation.utils) Ensemble (class in pyuncertainnumber.characterisation.un_fields) ensemble (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) entries_to_remove() (in module pyuncertainnumber.characterisation.utils) env() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] env_am() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) env_ecdf_sep() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) env_helper() (in module pyuncertainnumber.gutils) env_pbox_am() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) env_samples() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) envelope() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) Epistemic (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) epistemic_propagation() (in module pyuncertainnumber.propagation.uncertaintyPropagation) EpistemicDomain (class in pyuncertainnumber) (class in pyuncertainnumber.propagation.helper) EpistemicFilter (class in pyuncertainnumber.calibration) (class in pyuncertainnumber.calibration.epistemic_filter) EpistemicPropagation (class in pyuncertainnumber.propagation.p) eps (pyuncertainnumber.calibration.utils_bayesian.BetaMixtureGaussCopulaPDF attribute) (pyuncertainnumber.calibration.utils_bayesian.JointBivariatePDF attribute) epsLU() (in module pyuncertainnumber.calibration.data_peeling.scenario) equi_selection() (in module pyuncertainnumber.pba.utils) erlang() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) error (pyuncertainnumber.pba.params.Data attribute) ESS (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) essence (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) estimate_p_theta_knn() (in module pyuncertainnumber.calibration.knn) evaluate_model (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) exp() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) expon_sane() (in module pyuncertainnumber.pba.distributions) exponential() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) exponential_by_lambda() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) exponnorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) exponpow() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) exponweib() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) expose_functions_as_public() (in module pyuncertainnumber.pba.utils) extend_ecdf() (in module pyuncertainnumber.pba.utils) extract_kn() (in module pyuncertainnumber.calibration.data_peeling.peeling) extre_bound_params (pyuncertainnumber.pba.cbox_constructor.Cbox attribute) F f (pyuncertainnumber.opt.bo.BayesOpt_args_signature property) (pyuncertainnumber.opt.ga.GA attribute) (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) f() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) factor() (in module pyuncertainnumber.pba.intervals.backcalc) family (pyuncertainnumber.Dependency attribute) (pyuncertainnumber.pba.Dependency attribute) (pyuncertainnumber.pba.dependency.Dependency attribute) fatiguelife() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) fdata (pyuncertainnumber.pba.params.Data attribute) fermilnorm() (in module pyuncertainnumber.characterisation.stats) fermilnormconfband() (in module pyuncertainnumber.characterisation.stats) ferminorm() (in module pyuncertainnumber.characterisation.stats) ferminormconfband() (in module pyuncertainnumber.characterisation.stats) FIGSIZE (in module pyuncertainnumber.calibration.data_peeling.plots) filter() (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter method) (pyuncertainnumber.calibration.EpistemicFilter method) filter_by_discrepancy() (in module pyuncertainnumber.calibration.epistemic_filter) filter_hdi_bounds() (in module pyuncertainnumber.calibration.tmcmc) filter_on_sets() (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter method) (pyuncertainnumber.calibration.EpistemicFilter method) find_nearest() (in module pyuncertainnumber.pba.utils) fisk() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) fit() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.stats) (pyuncertainnumber.Dependency method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) flag() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) flights (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) focal_elements (pyuncertainnumber.DempsterShafer property) (pyuncertainnumber.pba.DempsterShafer property) (pyuncertainnumber.pba.DSS property) (pyuncertainnumber.pba.dss.DempsterShafer property) foldcauchy() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) foldnorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) FONTSIZE (in module pyuncertainnumber.calibration.data_peeling.plots) foo_args() (in module pyuncertainnumber.propagation.performance) foo_iter() (in module pyuncertainnumber.propagation.performance) foo_universal() (in module pyuncertainnumber.propagation.performance) foo_vec() (in module pyuncertainnumber.propagation.performance) frechet_op() (in module pyuncertainnumber.pba.operation) frechet_pbox_mul() (in module pyuncertainnumber.pba.pbox_abc) from_CDFbundle() (pyuncertainnumber.pba.pbox_abc.Staircase class method) (pyuncertainnumber.pba.Staircase class method) (pyuncertainnumber.Staircase class method), [1] from_ds() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) from_dsElements() (pyuncertainnumber.DempsterShafer class method) (pyuncertainnumber.pba.DempsterShafer class method) (pyuncertainnumber.pba.DSS class method) (pyuncertainnumber.pba.dss.DempsterShafer class method) from_hedge() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) from_Interval() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) from_meanform() (pyuncertainnumber.Interval class method), [1] (pyuncertainnumber.pba.I class method) (pyuncertainnumber.pba.Interval class method) (pyuncertainnumber.pba.intervals.Interval class method) (pyuncertainnumber.pba.intervals.number.Interval class method) from_pbox() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) from_percentiles() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) from_sps() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.pba.distributions.JointDistribution static method) (pyuncertainnumber.pba.JointDistribution static method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) from_sps_ecdf() (pyuncertainnumber.eCDF_bundle class method) (pyuncertainnumber.pba.ecdf.eCDF_bundle class method) (pyuncertainnumber.pba.eCDF_bundle class method) fromConstruct() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) fromDistribution() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber class method) (pyuncertainnumber.UN class method) (pyuncertainnumber.UncertainNumber class method) func (pyuncertainnumber.propagation.p.P attribute) func_inspect() (in module pyuncertainnumber.propagation.performance) function_succeeds() (in module pyuncertainnumber.validation.area_metric) G GA (class in pyuncertainnumber.opt.ga) gamma() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gausshyper() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gaussian (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gaussian() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) gaussian_likelihood_fun() (in module pyuncertainnumber.calibration.tmcmc) gaussian_proposals() (in module pyuncertainnumber.calibration.utils_bayesian) generate_rns() (pyuncertainnumber.calibration.pdfs.HalfNormal method) (pyuncertainnumber.calibration.pdfs.MultivariateNormal method) (pyuncertainnumber.calibration.pdfs.Normal method) (pyuncertainnumber.calibration.pdfs.ProbabilityDensityFun method) (pyuncertainnumber.calibration.pdfs.TruncatedNormal method) (pyuncertainnumber.calibration.pdfs.Uniform method) (pyuncertainnumber.calibration.utils_bayesian.Prior method) (pyuncertainnumber.calibration.utils_bayesian.PriorUniform method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) genexpon() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) genextreme() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gengamma() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) genhalflogistic() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) geninvgauss() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) genlogistic() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gennorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) genpareto() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) geom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) get_concise_repr() (in module pyuncertainnumber.characterisation.utils) get_current_dependency() (in module pyuncertainnumber.pba.context) get_ecdf() (in module pyuncertainnumber) (in module pyuncertainnumber.pba), [1] (in module pyuncertainnumber.pba.ecdf) get_hdi_bounds() (in module pyuncertainnumber.calibration.tmcmc) get_log_prior_samples() (in module pyuncertainnumber.calibration.utils_bayesian) get_mean_var_from_ecdf() (in module pyuncertainnumber.pba.utils) get_next_integer() (in module pyuncertainnumber.calibration.data_peeling.examples) get_PI() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] get_posterior() (pyuncertainnumber.calibration.calibration.Calibrator method) (pyuncertainnumber.calibration.calibration.MCMCCalibrator method) (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) (pyuncertainnumber.calibration.MCMCCalibrator method) get_posterior_samples() (in module pyuncertainnumber.calibration.tmcmc) get_range_BO() (in module pyuncertainnumber.opt.get_range) get_range_BO_raw() (in module pyuncertainnumber.opt.get_range) get_range_GA() (in module pyuncertainnumber.opt.get_range) get_results() (pyuncertainnumber.opt.bo.BayesOpt_args_signature method) (pyuncertainnumber.opt.ga.GA method) get_specification() (pyuncertainnumber.characterisation.check.DistributionSpecification method) get_top_samples() (in module pyuncertainnumber.calibration.tmcmc) get_whole_cdf() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) gompertz() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gumbel_l() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) gumbel_r() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) H halfcauchy() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) halfgennorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) halflogistic() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) halfnorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) HalfNormal (class in pyuncertainnumber.calibration.pdfs) halfwidth() (pyuncertainnumber.pba.intervals.complex.Interval method) hdi_1d() (in module pyuncertainnumber.calibration.tmcmc) header_results() (in module pyuncertainnumber.propagation.utils) hedge (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) hedge_cofficients (pyuncertainnumber.nlp.params.Params attribute) hedge_interpret() (in module pyuncertainnumber) (in module pyuncertainnumber.nlp.language_parsing) hi (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.D property) (pyuncertainnumber.pba.Distribution property) (pyuncertainnumber.pba.distributions.Distribution property) (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.intervals.number.LightweightInterval property) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) hi() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) hint (pyuncertainnumber.pba.D property) (pyuncertainnumber.pba.Distribution property) (pyuncertainnumber.pba.distributions.Distribution property) households (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) hw (pyuncertainnumber.nlp.params.Params attribute) hypergeom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) hypsecant() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) I I (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.intervals.complex) I() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) i_cartesian_product() (in module pyuncertainnumber.propagation.b2b) i_flag (pyuncertainnumber.characterisation.check.DistributionSpecification property) i_mul() (in module pyuncertainnumber.pba.operation) idata (pyuncertainnumber.pba.params.Data attribute) if_outside() (in module pyuncertainnumber.pba.core) if_right_in() (in module pyuncertainnumber.pba.core) imag() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) iMatrix (class in pyuncertainnumber.pba.operation) imp() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] imposition() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) imprecise_ecdf() (in module pyuncertainnumber.pba.imprecise) imprecise_ecdf_sps() (in module pyuncertainnumber.pba.imprecise) independent_op() (in module pyuncertainnumber.pba.operation) index_to_mask() (in module pyuncertainnumber.calibration.data_peeling.peeling) inf() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) infer_cbox() (in module pyuncertainnumber) (in module pyuncertainnumber.pba.cbox) infer_predictive_distribution() (in module pyuncertainnumber) (in module pyuncertainnumber.pba.cbox) Inferential (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) init_check() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) initial_list_checking() (in module pyuncertainnumber.characterisation.utils) initial_population() (in module pyuncertainnumber.calibration.tmcmc) (in module pyuncertainnumber.calibration.utils_bayesian), [1] inside() (pyuncertainnumber.pba.intervals.complex.Interval method) inside_strict() (pyuncertainnumber.pba.intervals.complex.Interval method) inspect_pbox() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_abc) inspect_un() (in module pyuncertainnumber) (in module pyuncertainnumber.gutils) instances (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) INTEGERS (in module pyuncertainnumber.pba.intervals.number) integrate_distance() (in module pyuncertainnumber.validation.area_metric) interpolate_p() (in module pyuncertainnumber.pba.constructors) intersect() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.pba.intervals.complex.Interval method) intersect_convex_hulls() (in module pyuncertainnumber.calibration.epistemic_filter) intersect_vector() (in module pyuncertainnumber.pba.intervals.methods) intersection() (pyuncertainnumber.pba.intervals.complex.Interval method) Interval (class in pyuncertainnumber), [1] (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.intervals) (class in pyuncertainnumber.pba.intervals.complex) interval (class in pyuncertainnumber.pba.intervals.complex) Interval (class in pyuncertainnumber.pba.intervals.number) interval (pyuncertainnumber.dempstershafer_element attribute) (pyuncertainnumber.pba.dss.dempstershafer_element attribute) interval_degenerate() (in module pyuncertainnumber.pba.intervals.number) interval_measurements() (in module pyuncertainnumber.pba.cbox) interval_monte_carlo() (in module pyuncertainnumber) (in module pyuncertainnumber.propagation.mixed_up) interval_strategy (pyuncertainnumber.Propagation attribute) (pyuncertainnumber.propagation.p.MixedPropagation attribute) (pyuncertainnumber.propagation.p.Propagation attribute) INTERVAL_TYPES (in module pyuncertainnumber.pba.intervals.complex) IntervalArray (class in pyuncertainnumber.pba.intervals.complex) intervalise() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) intervals (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.DempsterShafer property) (pyuncertainnumber.pba.DempsterShafer property) (pyuncertainnumber.pba.DSS property) (pyuncertainnumber.pba.dss.DempsterShafer property) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) intervals_from_res() (in module pyuncertainnumber.validation.area_metric) intvl_matmul() (in module pyuncertainnumber.pba.intervals.mat_features) invgamma() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) invgauss() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) invweibull() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) irwinhall() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) is_degenerate() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) is_increasing() (in module pyuncertainnumber.pba.utils) is_inside_box() (in module pyuncertainnumber.calibration.data_peeling.scenario) is_Interval() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.intervals.number) is_nagative() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] is_not_Interval() (in module pyuncertainnumber.pba.intervals.methods) is_ready (pyuncertainnumber.calibration.calibration.Calibrator attribute) is_scalar (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) is_un() (in module pyuncertainnumber.pba.pbox_abc) is_zero() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] isum() (in module pyuncertainnumber.pba.operation) iterative_filter() (in module pyuncertainnumber.calibration.iterative_filtering) (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter method) (pyuncertainnumber.calibration.EpistemicFilter method) iterative_filter_w_simulation_model() (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter method) (pyuncertainnumber.calibration.EpistemicFilter method) iVector (class in pyuncertainnumber.pba.operation) J jf_skew_t() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) johnsonsb() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) johnsonsu() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) Joint (class in pyuncertainnumber.pba.core) joint_density_of_bi_grid() (pyuncertainnumber.pba.distributions.JointDistribution method) (pyuncertainnumber.pba.JointDistribution method) JointBivariatePDF (class in pyuncertainnumber.calibration.utils_bayesian) JointDistribution (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.distributions) JSON_dump() (pyuncertainnumber.characterisation.multiple_UN.Deck method) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) justification (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) K k (pyuncertainnumber.pba.params.Data attribute) (pyuncertainnumber.pba.params.Named attribute) kappa3() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) kappa4() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) KM() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) KN() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) knn (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) KNNCalibrator (class in pyuncertainnumber.calibration) (class in pyuncertainnumber.calibration.knn) known_constraints (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) known_properties() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) ks() (in module pyuncertainnumber.characterisation.stats) KS_bounds() (in module pyuncertainnumber), [1] (in module pyuncertainnumber.pba), [1] (in module pyuncertainnumber.pba.pbox_free) ksone() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) kstwo() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) kstwobign() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) L l2_get_response() (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation method) laplace() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) laplace_asymmetric() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) lb (pyuncertainnumber.calibration.utils_bayesian.PriorUniform attribute) Leaf (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.pbox_abc) left (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) LEFT_BOUND (in module pyuncertainnumber.pba.intervals.random) left_right_switch() (in module pyuncertainnumber.pba.utils) level_1_meta_modelling() (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation method) level_2_meta_modelling() (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation method) levy() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) levy_l() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) levy_stable() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) lhs_plus_endpoints() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) lhs_sample() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) lhs_sampling() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) LightweightInterval (class in pyuncertainnumber.pba.intervals.number) linspace() (pyuncertainnumber.pba.intervals.complex.Interval method) Lm (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) lo (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.D property) (pyuncertainnumber.pba.Distribution property) (pyuncertainnumber.pba.distributions.Distribution property) (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.intervals.number.LightweightInterval property) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) lo() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) load_interval_from_json() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.intervals.methods) load_posterior_samples() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) load_prior_samples() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) local_optimisation_method() (in module pyuncertainnumber.propagation.local_optimisation) log() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) log_likelihood (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) log_likelihood() (in module pyuncertainnumber.calibration.tmcmc) log_likelihoods (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) log_pdf_eval() (pyuncertainnumber.calibration.pdfs.HalfNormal method) (pyuncertainnumber.calibration.pdfs.MultivariateNormal method) (pyuncertainnumber.calibration.pdfs.Normal method) (pyuncertainnumber.calibration.pdfs.ProbabilityDensityFun method) (pyuncertainnumber.calibration.pdfs.TruncatedNormal method) (pyuncertainnumber.calibration.pdfs.Uniform method) (pyuncertainnumber.calibration.utils_bayesian.Prior method) (pyuncertainnumber.calibration.utils_bayesian.PriorUniform method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) log_prior() (in module pyuncertainnumber.calibration.tmcmc) (in module pyuncertainnumber.calibration.utils_bayesian) log_prior_batch() (in module pyuncertainnumber.calibration.utils_bayesian) logdetE (pyuncertainnumber.calibration.pdfs.MultivariateNormal attribute) loggamma() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) logistic() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) loglaplace() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) lognormal (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) lognormal() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) lognormal_mom_estimator() (in module pyuncertainnumber.characterisation.stats) lognormal_sane() (in module pyuncertainnumber.pba.distributions) lognormal_weird() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) LognormalSaneDist (class in pyuncertainnumber.pba.distributions) logser() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) loguniform() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) lomax() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) low (pyuncertainnumber.calibration.pdfs.TruncatedNormal attribute) lower (pyuncertainnumber.calibration.pdfs.Uniform attribute) M m (pyuncertainnumber.pba.params.Data attribute) (pyuncertainnumber.pba.params.Named attribute) machine_eps (in module pyuncertainnumber.pba.intervals.complex) MACHINE_EPS (in module pyuncertainnumber.pba.intervals.number) mag() (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.Interval method) main() (in module pyuncertainnumber.propagation.uncertaintyPropagation) make_hashtable() (in module pyuncertainnumber.calibration.data_peeling.peeling) make_many_intervals() (in module pyuncertainnumber.characterisation.multiple_UN) make_nominal_value() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) make_vec_interval() (in module pyuncertainnumber), [1] (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.intervals.intervalOperators) makedist() (in module pyuncertainnumber.characterisation.stats) makePbox() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) makeUN() (in module pyuncertainnumber.characterisation.core) manufactured_components (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) many (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) marginals (pyuncertainnumber.pba.core.Joint attribute) (pyuncertainnumber.pba.distributions.JointDistribution attribute) (pyuncertainnumber.pba.JointDistribution attribute) mass (pyuncertainnumber.dempstershafer_element attribute) (pyuncertainnumber.pba.dss.dempstershafer_element attribute) masses (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.DempsterShafer property) (pyuncertainnumber.pba.DempsterShafer property) (pyuncertainnumber.pba.DSS property) (pyuncertainnumber.pba.dss.DempsterShafer property) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) match_pbox() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber static method) (pyuncertainnumber.UN static method) (pyuncertainnumber.UncertainNumber static method) matmul() (in module pyuncertainnumber.pba.intervals.methods) Matrix (class in pyuncertainnumber.pba.operation) max() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] maxwell() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) MCMC_MH() (in module pyuncertainnumber.calibration.tmcmc) (in module pyuncertainnumber.calibration.utils_bayesian) MCMCCalibrator (class in pyuncertainnumber.calibration) (class in pyuncertainnumber.calibration.calibration) mean (pyuncertainnumber.pba.Pbox attribute) (pyuncertainnumber.pba.pbox_abc.Pbox attribute) (pyuncertainnumber.Pbox attribute) mean() (in module pyuncertainnumber.pba.intervals.intervalOperators) mean_std() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) mean_var() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) Measurand (class in pyuncertainnumber.characterisation.un_fields) measurand (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) median (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) MEdiscretemean() (in module pyuncertainnumber.characterisation.stats) MEdiscreteminmax() (in module pyuncertainnumber.characterisation.stats) MEmeansd() (in module pyuncertainnumber.characterisation.stats) MEmeanvar() (in module pyuncertainnumber.characterisation.stats) MEminmax() (in module pyuncertainnumber.characterisation.stats) MEminmaxmean() (in module pyuncertainnumber.characterisation.stats) MEminmaxmeansd() (in module pyuncertainnumber.characterisation.stats) MEminmaxmeanvar() (in module pyuncertainnumber.characterisation.stats) MEminmean() (in module pyuncertainnumber.characterisation.stats) MEmmms() (in module pyuncertainnumber.characterisation.stats) MEquantiles() (in module pyuncertainnumber.characterisation.stats) method (pyuncertainnumber.Propagation attribute) (pyuncertainnumber.propagation.p.P attribute) (pyuncertainnumber.propagation.p.Propagation attribute) method_check() (pyuncertainnumber.propagation.p.AleatoryPropagation method) (pyuncertainnumber.propagation.p.EpistemicPropagation method) (pyuncertainnumber.propagation.p.MixedPropagation method) (pyuncertainnumber.propagation.p.P method) mid (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) mid() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) middle_pinch() (in module pyuncertainnumber.surrogate.surrogate) mielke() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) mig() (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.Interval method) min() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] min_max() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_max_mean() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_max_mean_std() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_max_mean_var() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_max_median() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_max_mode() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) min_mean() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) minimal_enclosing_hyperbox() (in module pyuncertainnumber.calibration.data_peeling.scenario) mixed_propagation() (in module pyuncertainnumber.propagation.uncertaintyPropagation) MixedPropagation (class in pyuncertainnumber.propagation.p) Mixture (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) mixture_ds() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) mixture_pbox() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) MLbernoulli() (in module pyuncertainnumber.characterisation.stats) MLbeta() (in module pyuncertainnumber.characterisation.stats) MLbetabinomial() (in module pyuncertainnumber.characterisation.stats) MLbinomial() (in module pyuncertainnumber.characterisation.stats) MLchisquared() (in module pyuncertainnumber.characterisation.stats) MLexponential() (in module pyuncertainnumber.characterisation.stats) MLF() (in module pyuncertainnumber.characterisation.stats) MLgamma() (in module pyuncertainnumber.characterisation.stats) MLgammaexponential() (in module pyuncertainnumber.characterisation.stats) MLgeometric() (in module pyuncertainnumber.characterisation.stats) MLgumbel() (in module pyuncertainnumber.characterisation.stats) MLlaplace() (in module pyuncertainnumber.characterisation.stats) MLlogistic() (in module pyuncertainnumber.characterisation.stats) MLlognormal() (in module pyuncertainnumber.characterisation.stats) MLloguniform() (in module pyuncertainnumber.characterisation.stats) MLnegativebinomial() (in module pyuncertainnumber.characterisation.stats) MLnormal() (in module pyuncertainnumber.characterisation.stats) MLpareto() (in module pyuncertainnumber.characterisation.stats) MLpoisson() (in module pyuncertainnumber.characterisation.stats) MLpowerfunction() (in module pyuncertainnumber.characterisation.stats) MLrayleigh() (in module pyuncertainnumber.characterisation.stats) MLstudent() (in module pyuncertainnumber.characterisation.stats) MLtriangular() (in module pyuncertainnumber.characterisation.stats) MLuniform() (in module pyuncertainnumber.characterisation.stats) mm_beta() (in module pyuncertainnumber.characterisation.stats) mm_exponential() (in module pyuncertainnumber.characterisation.stats) mm_gamma() (in module pyuncertainnumber.characterisation.stats) mm_gumbel() (in module pyuncertainnumber.characterisation.stats) mm_lognormal() (in module pyuncertainnumber.characterisation.stats) mm_normal() (in module pyuncertainnumber.characterisation.stats) mm_rayleigh() (in module pyuncertainnumber.characterisation.stats) MMbernoulli() (in module pyuncertainnumber.characterisation.stats) MMbeta() (in module pyuncertainnumber.characterisation.stats) MMbetabinomial() (in module pyuncertainnumber.characterisation.stats) MMbinomial() (in module pyuncertainnumber.characterisation.stats) MMchisquared() (in module pyuncertainnumber.characterisation.stats) MMdoubleexponential() (in module pyuncertainnumber.characterisation.stats) MMexponential() (in module pyuncertainnumber.characterisation.stats) MMextremevalue() (in module pyuncertainnumber.characterisation.stats) MMF() (in module pyuncertainnumber.characterisation.stats) MMgamma() (in module pyuncertainnumber.characterisation.stats) MMgaussian() (in module pyuncertainnumber.characterisation.stats) MMgeometric() (in module pyuncertainnumber.characterisation.stats), [1] MMgumbel() (in module pyuncertainnumber.characterisation.stats) MMlaplace() (in module pyuncertainnumber.characterisation.stats) MMlogistic() (in module pyuncertainnumber.characterisation.stats) MMlognormal() (in module pyuncertainnumber.characterisation.stats) MMloguniform() (in module pyuncertainnumber.characterisation.stats) MMnormal() (in module pyuncertainnumber.characterisation.stats) MMpareto() (in module pyuncertainnumber.characterisation.stats) MMpascal() (in module pyuncertainnumber.characterisation.stats) MMpoisson() (in module pyuncertainnumber.characterisation.stats) MMpowerfunction() (in module pyuncertainnumber.characterisation.stats) MMrayleigh() (in module pyuncertainnumber.characterisation.stats) MMrectangular() (in module pyuncertainnumber.characterisation.stats) MMstudent() (in module pyuncertainnumber.characterisation.stats) MMt() (in module pyuncertainnumber.characterisation.stats) MMtriangular() (in module pyuncertainnumber.characterisation.stats) MMuniform() (in module pyuncertainnumber.characterisation.stats) mnr() (in module pyuncertainnumber.characterisation.stats) module pyuncertainnumber pyuncertainnumber.calibration pyuncertainnumber.calibration.calibration pyuncertainnumber.calibration.data_peeling pyuncertainnumber.calibration.data_peeling.examples pyuncertainnumber.calibration.data_peeling.fuzzy pyuncertainnumber.calibration.data_peeling.peeling pyuncertainnumber.calibration.data_peeling.plots pyuncertainnumber.calibration.data_peeling.scenario pyuncertainnumber.calibration.data_peeling.time pyuncertainnumber.calibration.epistemic_filter pyuncertainnumber.calibration.iterative_filtering pyuncertainnumber.calibration.knn pyuncertainnumber.calibration.mcmc pyuncertainnumber.calibration.pdfs pyuncertainnumber.calibration.tmcmc pyuncertainnumber.calibration.utils_bayesian pyuncertainnumber.characterisation pyuncertainnumber.characterisation.check pyuncertainnumber.characterisation.config pyuncertainnumber.characterisation.core pyuncertainnumber.characterisation.multiple_UN pyuncertainnumber.characterisation.stats pyuncertainnumber.characterisation.un_fields pyuncertainnumber.characterisation.uncertainNumber pyuncertainnumber.characterisation.utils pyuncertainnumber.console pyuncertainnumber.decorator pyuncertainnumber.gutils pyuncertainnumber.nlp pyuncertainnumber.nlp.language_parsing pyuncertainnumber.nlp.params pyuncertainnumber.opt pyuncertainnumber.opt.bo pyuncertainnumber.opt.ga pyuncertainnumber.opt.get_range pyuncertainnumber.pba pyuncertainnumber.pba.aggregation pyuncertainnumber.pba.cbox pyuncertainnumber.pba.cbox_constructor pyuncertainnumber.pba.constructors pyuncertainnumber.pba.context pyuncertainnumber.pba.core pyuncertainnumber.pba.dependency pyuncertainnumber.pba.distributions pyuncertainnumber.pba.dss pyuncertainnumber.pba.ecdf pyuncertainnumber.pba.imprecise pyuncertainnumber.pba.intervals pyuncertainnumber.pba.intervals.activation pyuncertainnumber.pba.intervals.arithmetic pyuncertainnumber.pba.intervals.backcalc pyuncertainnumber.pba.intervals.complex pyuncertainnumber.pba.intervals.intervalOperators pyuncertainnumber.pba.intervals.mat_features pyuncertainnumber.pba.intervals.methods pyuncertainnumber.pba.intervals.number pyuncertainnumber.pba.intervals.plotting pyuncertainnumber.pba.intervals.random pyuncertainnumber.pba.intervals.utils pyuncertainnumber.pba.mixins pyuncertainnumber.pba.operation pyuncertainnumber.pba.params pyuncertainnumber.pba.pbox_abc pyuncertainnumber.pba.pbox_free pyuncertainnumber.pba.pbox_parametric pyuncertainnumber.pba.utils pyuncertainnumber.propagation pyuncertainnumber.propagation.b2b pyuncertainnumber.propagation.cauchy_deviate pyuncertainnumber.propagation.helper pyuncertainnumber.propagation.ipm pyuncertainnumber.propagation.local_optimisation pyuncertainnumber.propagation.mixed_up pyuncertainnumber.propagation.p pyuncertainnumber.propagation.performance pyuncertainnumber.propagation.taylor_expansion pyuncertainnumber.propagation.uncertaintyPropagation pyuncertainnumber.propagation.utils pyuncertainnumber.sensitivity pyuncertainnumber.sensitivity.pinching pyuncertainnumber.sensitivity.sobol_analysis pyuncertainnumber.sensitivity.subinterval_sensitivity pyuncertainnumber.surrogate pyuncertainnumber.surrogate.surrogate pyuncertainnumber.validation pyuncertainnumber.validation.area_metric moyal() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) mu (pyuncertainnumber.calibration.pdfs.MultivariateNormal attribute) (pyuncertainnumber.calibration.pdfs.Normal attribute) (pyuncertainnumber.calibration.pdfs.TruncatedNormal attribute) mul() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) multiplicative_bcc() (in module pyuncertainnumber.pba.intervals.backcalc) multiply() (in module pyuncertainnumber.pba.intervals.arithmetic) MultivariateNormal (class in pyuncertainnumber.calibration.pdfs) mutation_steps (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) N N (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) n (pyuncertainnumber.pba.params.Data attribute) (pyuncertainnumber.pba.params.Named attribute) N1 (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) N2 (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) n_chains (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) n_mix (pyuncertainnumber.calibration.utils_bayesian.BetaMixtureGaussCopulaPDF attribute) n_samples (pyuncertainnumber.calibration.calibration.MCMCCalibrator attribute) (pyuncertainnumber.calibration.MCMCCalibrator attribute) N_subi() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) nagative_frechet_pbox() (in module pyuncertainnumber.pba.pbox_abc) naive_frechet_op() (in module pyuncertainnumber.pba.operation) naive_frechet_pbox() (in module pyuncertainnumber.pba.pbox_abc) nakagami() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) name (pyuncertainnumber.calibration.utils_bayesian.PriorUniform attribute) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.pba.intervals.complex.ComplexInterval attribute) (pyuncertainnumber.pba.intervals.complex.I attribute) (pyuncertainnumber.pba.intervals.complex.interval attribute) (pyuncertainnumber.pba.intervals.complex.IntervalArray attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) Named (class in pyuncertainnumber.pba.params) named_cbox (in module pyuncertainnumber.pba.cbox) named_dists (in module pyuncertainnumber.pba.distributions) named_mle_methods (in module pyuncertainnumber.characterisation.stats) named_mom_methods (in module pyuncertainnumber.characterisation.stats) named_nextvalue (in module pyuncertainnumber.pba.cbox) named_pbox (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) named_smle_methods (in module pyuncertainnumber.characterisation.stats) names (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) nature (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) nbinom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) ncf() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) nchypergeom_fisher() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) nchypergeom_wallenius() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) nct() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) ncx2() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) ndim (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.distributions.JointDistribution attribute) (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.JointDistribution attribute) nearest() (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) new_naive_frechet_op() (in module pyuncertainnumber.pba.operation) new_vectorised_naive_frechet_op() (in module pyuncertainnumber.pba.operation) nextvalue_binomialnp() (in module pyuncertainnumber.pba.cbox) nhypergeom() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) nominal_value (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.pba.mixins.NominalValueMixin property) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) NominalValueMixin (class in pyuncertainnumber.pba.mixins) norm() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) Normal (class in pyuncertainnumber.calibration.pdfs) normal (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) normal() (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) NormalGaussCopulaPDF (class in pyuncertainnumber.calibration.utils_bayesian) norminvgauss() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) NotIncreasingError num_explorations (pyuncertainnumber.opt.bo.BayesOpt_args_signature attribute) num_iterations (pyuncertainnumber.opt.bo.BayesOpt_args_signature attribute) NUMERIC_TYPES (in module pyuncertainnumber.pba.intervals.complex) (in module pyuncertainnumber.pba.intervals.number) numpy_abs (in module pyuncertainnumber.pba.intervals.methods) numpy_cos (in module pyuncertainnumber.pba.intervals.methods) numpy_exp (in module pyuncertainnumber.pba.intervals.methods) numpy_inf (in module pyuncertainnumber.pba.intervals.methods) numpy_max (in module pyuncertainnumber.pba.intervals.methods) numpy_min (in module pyuncertainnumber.pba.intervals.methods) numpy_pi (in module pyuncertainnumber.pba.intervals.methods) numpy_sin (in module pyuncertainnumber.pba.intervals.methods) numpy_sqrt (in module pyuncertainnumber.pba.intervals.methods) numpy_sum (in module pyuncertainnumber.pba.intervals.methods) numpy_tan (in module pyuncertainnumber.pba.intervals.methods) numpy_transpose (in module pyuncertainnumber.pba.intervals.methods) O opposite_op() (in module pyuncertainnumber.pba.operation) optimal (pyuncertainnumber.opt.bo.BayesOpt_args_signature property) (pyuncertainnumber.opt.ga.GA property) optimal_target (pyuncertainnumber.opt.bo.BayesOpt_args_signature property) (pyuncertainnumber.opt.ga.GA property) optimal_xc (pyuncertainnumber.opt.bo.BayesOpt_args_signature property) (pyuncertainnumber.opt.ga.GA property) outer_discretisation() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] P P (class in pyuncertainnumber.propagation.p) p_backcalc() (in module pyuncertainnumber.pba.operation) p_flag (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) p_hboundary (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) p_lboundary (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) p_values (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) parameter_binomialnp_n() (in module pyuncertainnumber.pba.cbox) parameter_binomialnp_p() (in module pyuncertainnumber.pba.cbox) parameterised_pbox_specification() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) parameters (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) Params (class in pyuncertainnumber) (class in pyuncertainnumber.nlp.params) (class in pyuncertainnumber.pba), [1] (class in pyuncertainnumber.pba.params) params (pyuncertainnumber.calibration.utils_bayesian.JointBivariatePDF attribute) (pyuncertainnumber.Dependency attribute) (pyuncertainnumber.pba.Dependency attribute) (pyuncertainnumber.pba.dependency.Dependency attribute) pareto() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) parse_acq() (pyuncertainnumber.opt.bo.BayesOpt_args_signature method) parse_bounds() (in module pyuncertainnumber) (in module pyuncertainnumber.pba.intervals.intervalOperators) parse_moments() (in module pyuncertainnumber.characterisation.stats) parse_params_from_dist() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) parser4() (in module pyuncertainnumber.characterisation.utils) particular_population (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) PBAEncoder (class in pyuncertainnumber.characterisation.utils) Pbox (class in pyuncertainnumber) (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.pbox_abc) pbox_from_ecdf_bundle() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_abc) pbox_from_extredists() (in module pyuncertainnumber.pba.pbox_abc) pbox_from_pseudosamples() (in module pyuncertainnumber.pba.constructors) pbox_number_ops() (in module pyuncertainnumber.pba.pbox_abc) pbox_parameters (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) pdf() (pyuncertainnumber.Dependency method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) pearson3() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) peeling_to_structure() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.peeling) people (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) percentage_converter() (in module pyuncertainnumber.characterisation.utils) percentage_finder() (in module pyuncertainnumber.characterisation.utils) perfect_op() (in module pyuncertainnumber.pba.operation) physical_quantity (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber property) (pyuncertainnumber.UN property) (pyuncertainnumber.UncertainNumber property) pickle_dump() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.examples) pickle_load() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.examples) pl_3d_copula() (in module pyuncertainnumber.pba.dependency) pl_ecdf() (in module pyuncertainnumber.characterisation.utils) pl_ecdf_bounding_bundles() (in module pyuncertainnumber.pba.ecdf) pl_ecdf_bounds_2() (in module pyuncertainnumber.pba.ecdf) pl_pcdf() (in module pyuncertainnumber.characterisation.utils) planck() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) plot() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) plot_bounds() (pyuncertainnumber.eCDF_bundle method) (pyuncertainnumber.pba.ecdf.eCDF_bundle method) (pyuncertainnumber.pba.eCDF_bundle method) plot_box() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_convex_hull_with_bounds() (in module pyuncertainnumber.calibration.epistemic_filter) plot_DS_structure() (in module pyuncertainnumber.pba.dss) plot_DS_structure_with_labels() (in module pyuncertainnumber.pba.dss) plot_dss_raw() (in module pyuncertainnumber.pba.dss) plot_dss_raw_reverse_axis() (in module pyuncertainnumber.pba.dss) plot_fuzzy() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_hull_with_bounds() (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter method) (pyuncertainnumber.calibration.EpistemicFilter method) plot_intervals() (in module pyuncertainnumber.pba.intervals.plotting) (in module pyuncertainnumber.pba.utils) plot_intervals_from_res() (in module pyuncertainnumber.validation.area_metric) plot_lower_bound() (in module pyuncertainnumber.pba.intervals.plotting) plot_mul_intervals() (in module pyuncertainnumber.pba.intervals.plotting) plot_multiple_convex_hulls() (in module pyuncertainnumber.calibration.epistemic_filter) plot_one_fuzzy_grad() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_outside_legend() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] plot_peeling() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_3d() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_nx2() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_nxd() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_nxd_all() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_nxd_back() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.plots) plot_peeling_one() (in module pyuncertainnumber.calibration.data_peeling.plots) plot_probability_bound() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] plot_quantile_bound() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] plot_reverse_axis() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] plot_scattermatrix() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.plots) plot_two_eCDF_bundle() (in module pyuncertainnumber.pba.ecdf) plot_updated_distribution() (in module pyuncertainnumber.calibration.tmcmc) (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) plotPbox() (in module pyuncertainnumber.propagation.uncertaintyPropagation) PlusMinus_parser() (in module pyuncertainnumber.characterisation.utils) point_estimate (pyuncertainnumber.characterisation.un_fields.Variability attribute) poisson() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) pop() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) pop2() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) pos_mean_std() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_free) positiveconv_pbox() (in module pyuncertainnumber.pba.operation) post_init_check() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) (pyuncertainnumber.propagation.p.P method) post_processing() (in module pyuncertainnumber.propagation.utils) pow() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) powerlaw() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) powerlognorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) powernorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) ppf() (pyuncertainnumber.pba.distributions.LognormalSaneDist method) (pyuncertainnumber.pba.distributions.WrapperDist method) precise_sample() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] prepare_all_pars() (in module pyuncertainnumber.calibration.utils_bayesian) prepare_prior_beta_model_NASA() (in module pyuncertainnumber.calibration.utils_bayesian) pressurisations (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) Prior (class in pyuncertainnumber.calibration.utils_bayesian) PriorUniform (class in pyuncertainnumber.calibration.utils_bayesian) probabilities (pyuncertainnumber.eCDF_bundle attribute) (pyuncertainnumber.pba.ecdf.eCDF_bundle attribute) (pyuncertainnumber.pba.eCDF_bundle attribute) probability (pyuncertainnumber.characterisation.un_fields.Measurand attribute) ProbabilityDensityFun (class in pyuncertainnumber.calibration.pdfs) process_alea_results() (in module pyuncertainnumber.propagation.utils) process_results() (in module pyuncertainnumber.propagation.utils) Propagation (class in pyuncertainnumber) (class in pyuncertainnumber.propagation.p) Propagation() (in module pyuncertainnumber.propagation.uncertaintyPropagation) Propagation_results (class in pyuncertainnumber.propagation.utils) propose() (in module pyuncertainnumber.calibration.tmcmc) (in module pyuncertainnumber.calibration.utils_bayesian) provenence (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) puffy (pyuncertainnumber.pba.params.Data attribute) pull_first_integer() (in module pyuncertainnumber.calibration.data_peeling.examples) Python Enhancement Proposals PEP 8 pyuncertainnumber module pyuncertainnumber.calibration module pyuncertainnumber.calibration.calibration module pyuncertainnumber.calibration.data_peeling module pyuncertainnumber.calibration.data_peeling.examples module pyuncertainnumber.calibration.data_peeling.fuzzy module pyuncertainnumber.calibration.data_peeling.peeling module pyuncertainnumber.calibration.data_peeling.plots module pyuncertainnumber.calibration.data_peeling.scenario module pyuncertainnumber.calibration.data_peeling.time module pyuncertainnumber.calibration.epistemic_filter module pyuncertainnumber.calibration.iterative_filtering module pyuncertainnumber.calibration.knn module pyuncertainnumber.calibration.mcmc module pyuncertainnumber.calibration.pdfs module pyuncertainnumber.calibration.tmcmc module pyuncertainnumber.calibration.utils_bayesian module pyuncertainnumber.characterisation module pyuncertainnumber.characterisation.check module pyuncertainnumber.characterisation.config module pyuncertainnumber.characterisation.core module pyuncertainnumber.characterisation.multiple_UN module pyuncertainnumber.characterisation.stats module pyuncertainnumber.characterisation.un_fields module pyuncertainnumber.characterisation.uncertainNumber module pyuncertainnumber.characterisation.utils module pyuncertainnumber.console module pyuncertainnumber.decorator module pyuncertainnumber.gutils module pyuncertainnumber.nlp module pyuncertainnumber.nlp.language_parsing module pyuncertainnumber.nlp.params module pyuncertainnumber.opt module pyuncertainnumber.opt.bo module pyuncertainnumber.opt.ga module pyuncertainnumber.opt.get_range module pyuncertainnumber.pba module pyuncertainnumber.pba.aggregation module pyuncertainnumber.pba.cbox module pyuncertainnumber.pba.cbox_constructor module pyuncertainnumber.pba.constructors module pyuncertainnumber.pba.context module pyuncertainnumber.pba.core module pyuncertainnumber.pba.dependency module pyuncertainnumber.pba.distributions module pyuncertainnumber.pba.dss module pyuncertainnumber.pba.ecdf module pyuncertainnumber.pba.imprecise module pyuncertainnumber.pba.intervals module pyuncertainnumber.pba.intervals.activation module pyuncertainnumber.pba.intervals.arithmetic module pyuncertainnumber.pba.intervals.backcalc module pyuncertainnumber.pba.intervals.complex module pyuncertainnumber.pba.intervals.intervalOperators module pyuncertainnumber.pba.intervals.mat_features module pyuncertainnumber.pba.intervals.methods module pyuncertainnumber.pba.intervals.number module pyuncertainnumber.pba.intervals.plotting module pyuncertainnumber.pba.intervals.random module pyuncertainnumber.pba.intervals.utils module pyuncertainnumber.pba.mixins module pyuncertainnumber.pba.operation module pyuncertainnumber.pba.params module pyuncertainnumber.pba.pbox_abc module pyuncertainnumber.pba.pbox_free module pyuncertainnumber.pba.pbox_parametric module pyuncertainnumber.pba.utils module pyuncertainnumber.propagation module pyuncertainnumber.propagation.b2b module pyuncertainnumber.propagation.cauchy_deviate module pyuncertainnumber.propagation.helper module pyuncertainnumber.propagation.ipm module pyuncertainnumber.propagation.local_optimisation module pyuncertainnumber.propagation.mixed_up module pyuncertainnumber.propagation.p module pyuncertainnumber.propagation.performance module pyuncertainnumber.propagation.taylor_expansion module pyuncertainnumber.propagation.uncertaintyPropagation module pyuncertainnumber.propagation.utils module pyuncertainnumber.sensitivity module pyuncertainnumber.sensitivity.pinching module pyuncertainnumber.sensitivity.sobol_analysis module pyuncertainnumber.sensitivity.subinterval_sensitivity module pyuncertainnumber.surrogate module pyuncertainnumber.surrogate.surrogate module pyuncertainnumber.validation module pyuncertainnumber.validation.area_metric module Q Q_ (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) quantiles (pyuncertainnumber.eCDF_bundle attribute) (pyuncertainnumber.pba.ecdf.eCDF_bundle attribute) (pyuncertainnumber.pba.eCDF_bundle attribute) R rad (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) rad() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) randint() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) random_state (pyuncertainnumber.calibration.knn.KNNCalibrator attribute) (pyuncertainnumber.calibration.KNNCalibrator attribute) (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) range (pyuncertainnumber.pba.D property) (pyuncertainnumber.pba.Distribution property) (pyuncertainnumber.pba.distributions.Distribution property) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) range_ (pyuncertainnumber.characterisation.un_fields.Measurand attribute) rank (pyuncertainnumber.characterisation.un_fields.Measurand attribute) ravel() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) rayleigh() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) rdist() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) read_json() (in module pyuncertainnumber.pba.utils) real() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) recipinvgauss() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) reciprocal() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) reconstitute() (in module pyuncertainnumber.pba.intervals.methods) recover_trace_samples() (in module pyuncertainnumber.calibration.tmcmc) rekey_bounds_by_func() (in module pyuncertainnumber.opt.bo) rel_breitwigner() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) relu() (in module pyuncertainnumber.pba.intervals.activation) (in module pyuncertainnumber.pba.intervals.methods) relu_deriv() (in module pyuncertainnumber.pba.intervals.methods) relu_deriv_interval() (in module pyuncertainnumber.pba.intervals.methods) relu_nointerval() (in module pyuncertainnumber.pba.intervals.methods) rep() (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) repeated_measurements (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) resampled_samples (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) result_path (pyuncertainnumber.characterisation.config.Config attribute) reweighting() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.utils) rho (pyuncertainnumber.calibration.utils_bayesian.BetaGaussCopulaPDF attribute) (pyuncertainnumber.calibration.utils_bayesian.NormalGaussCopulaPDF attribute) rice() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) right (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) RIGHT_BOUND (in module pyuncertainnumber.pba.intervals.random) rowcol() (in module pyuncertainnumber.pba.intervals.mat_features) rowcol2() (in module pyuncertainnumber.pba.intervals.mat_features) rowcol_old() (in module pyuncertainnumber.pba.intervals.methods) rowcol_W_x() (in module pyuncertainnumber.pba.intervals.methods) rowcol_xT_WT() (in module pyuncertainnumber.pba.intervals.methods) run() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) (pyuncertainnumber.opt.bo.BayesOpt_args_signature method) (pyuncertainnumber.opt.ga.GA method) (pyuncertainnumber.Propagation method) (pyuncertainnumber.propagation.p.AleatoryPropagation method) (pyuncertainnumber.propagation.p.EpistemicPropagation method) (pyuncertainnumber.propagation.p.MixedPropagation method) (pyuncertainnumber.propagation.p.Propagation method) run_heavy_checks() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) run_tmcmc() (in module pyuncertainnumber.calibration.tmcmc) run_tmcmc_updated() (in module pyuncertainnumber.calibration.tmcmc) run_tmcmc_vec() (in module pyuncertainnumber.calibration.tmcmc) S s (pyuncertainnumber.calibration.utils_bayesian.BetaMixtureGaussCopulaPDF attribute) safe_asarray() (in module pyuncertainnumber.pba.intervals.utils) sample() (pyuncertainnumber.calibration.utils_bayesian.BetaGaussCopulaPDF method) (pyuncertainnumber.calibration.utils_bayesian.BetaMixtureGaussCopulaPDF method) (pyuncertainnumber.calibration.utils_bayesian.JointBivariatePDF method) (pyuncertainnumber.calibration.utils_bayesian.NormalGaussCopulaPDF method) (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.distributions.JointDistribution method) (pyuncertainnumber.pba.JointDistribution method) (pyuncertainnumber.pba.Leaf method) (pyuncertainnumber.pba.pbox_abc.Leaf method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] sample_ecdf_in_pbox() (in module pyuncertainnumber.pba.utils) samples (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) samples_to_fuzzy_multivariate() (in module pyuncertainnumber.calibration.data_peeling.fuzzy) samples_to_fuzzy_projection() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.fuzzy) samples_to_structure() (in module pyuncertainnumber.calibration.data_peeling.peeling) sanity_check() (in module pyuncertainnumber.calibration.data_peeling.peeling) save2Vis() (in module pyuncertainnumber.characterisation.utils) save_fig() (in module pyuncertainnumber.gutils) save_json() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) save_results() (in module pyuncertainnumber.propagation.utils) save_trace() (pyuncertainnumber.calibration.TMCMC method) (pyuncertainnumber.calibration.tmcmc.TMCMC method) scalar (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) scott_hedged_interpretation (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) security (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) semicircular() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) set_N_subi() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) set_subistate() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) sets_of_discrepancy (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter attribute) (pyuncertainnumber.calibration.EpistemicFilter attribute) setup() (pyuncertainnumber.calibration.calibration.Calibrator method) (pyuncertainnumber.calibration.calibration.MCMCCalibrator method) (pyuncertainnumber.calibration.knn.KNNCalibrator method) (pyuncertainnumber.calibration.KNNCalibrator method) (pyuncertainnumber.calibration.MCMCCalibrator method) (pyuncertainnumber.opt.ga.GA method) sgnumber() (in module pyuncertainnumber.characterisation.utils) shape (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) (pyuncertainnumber.pba.Leaf attribute) (pyuncertainnumber.pba.pbox_abc.Leaf attribute) shape() (pyuncertainnumber.pba.operation.Matrix method) show() (in module pyuncertainnumber.pba.intervals.number) sig (pyuncertainnumber.calibration.pdfs.HalfNormal attribute) (pyuncertainnumber.calibration.pdfs.Normal attribute) (pyuncertainnumber.calibration.pdfs.TruncatedNormal attribute) sigmoid() (in module pyuncertainnumber.pba.intervals.activation) (in module pyuncertainnumber.pba.intervals.methods) sigmoid_deriv() (in module pyuncertainnumber.pba.intervals.methods) simple_stacking() (in module pyuncertainnumber.pba.pbox_abc) sin() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) sin_vector() (in module pyuncertainnumber.pba.intervals.methods) sizeit() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) skellam() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) skewcauchy() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) skewnorm() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) skinny (pyuncertainnumber.pba.params.Data attribute) skip_post (pyuncertainnumber.pba.D attribute) (pyuncertainnumber.pba.Distribution attribute) (pyuncertainnumber.pba.distributions.Distribution attribute) slicing() (in module pyuncertainnumber) (in module pyuncertainnumber.propagation.mixed_up) slide_pbox_towards_scalar() (in module pyuncertainnumber.pba.core) slider() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) Sm (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) Smcap (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) sMLbernoulli() (in module pyuncertainnumber.characterisation.stats) sMLdoubleexponential() (in module pyuncertainnumber.characterisation.stats) sMLexponential() (in module pyuncertainnumber.characterisation.stats) sMLgamma() (in module pyuncertainnumber.characterisation.stats) sMLgaussian() (in module pyuncertainnumber.characterisation.stats) sMLgeometric() (in module pyuncertainnumber.characterisation.stats) sMLgumbel() (in module pyuncertainnumber.characterisation.stats) sMLlaplace() (in module pyuncertainnumber.characterisation.stats) sMLlognormal() (in module pyuncertainnumber.characterisation.stats) sMLlognormal2() (in module pyuncertainnumber.characterisation.stats) sMLloguniform() (in module pyuncertainnumber.characterisation.stats) sMLnormal() (in module pyuncertainnumber.characterisation.stats) sMLpareto() (in module pyuncertainnumber.characterisation.stats) sMLpascal() (in module pyuncertainnumber.characterisation.stats) sMLpoisson() (in module pyuncertainnumber.characterisation.stats) sMLrectangular() (in module pyuncertainnumber.characterisation.stats) sMLuniform() (in module pyuncertainnumber.characterisation.stats) sMLweibull() (in module pyuncertainnumber.characterisation.stats) smooth_condensation() (in module pyuncertainnumber.pba.utils) sobol_analysis() (in module pyuncertainnumber.sensitivity.sobol_analysis) sorting() (in module pyuncertainnumber.pba.utils) space_product() (in module pyuncertainnumber.pba.intervals.methods) spatial_sites (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) split_interval() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) sqrt() (in module pyuncertainnumber.pba.intervals.methods) (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) squeeze() (in module pyuncertainnumber.pba.intervals.methods) stacking() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) Stage (class in pyuncertainnumber.calibration) (class in pyuncertainnumber.calibration.tmcmc) Staircase (class in pyuncertainnumber), [1] (class in pyuncertainnumber.pba) (class in pyuncertainnumber.pba.pbox_abc) stats() (pyuncertainnumber.pba.distributions.LognormalSaneDist method) status_file_name (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) steps (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) (pyuncertainnumber.pba.Pbox attribute) (pyuncertainnumber.pba.pbox_abc.Pbox attribute) (pyuncertainnumber.Pbox attribute) steps_check() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) stochastic_mixture() (in module pyuncertainnumber) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.aggregation) straddle_frechet_pbox() (in module pyuncertainnumber.pba.pbox_abc) straddle_zero() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) straddles() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] straddles_zero() (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] stradzero() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) structure (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) structures (pyuncertainnumber.DempsterShafer property) (pyuncertainnumber.pba.DempsterShafer property) (pyuncertainnumber.pba.DSS property) (pyuncertainnumber.pba.dss.DempsterShafer property) studentized_range() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) sub() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) subinterval_method() (in module pyuncertainnumber.propagation.b2b) subintervalise() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.methods) SUBINTERVALIZE() (in module pyuncertainnumber.pba.intervals.complex) subintervalize() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) sudret (pyuncertainnumber.pba.params.Data attribute) summary() (pyuncertainnumber.propagation.utils.Propagation_results method) sup() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) superclass() (pyuncertainnumber.pba.intervals.complex.I method) (pyuncertainnumber.pba.intervals.complex.interval method) support (pyuncertainnumber.pba.Pbox property) (pyuncertainnumber.pba.pbox_abc.Pbox property) (pyuncertainnumber.Pbox property) supported_family_check() (in module pyuncertainnumber.pba.dependency) surrogate_model (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) SurrogatePropagation (class in pyuncertainnumber.surrogate.surrogate) symbol (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) T t() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) tally (pyuncertainnumber.characterisation.un_fields.Measurand attribute) tan() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) tan_vector() (in module pyuncertainnumber.pba.intervals.methods) tanh() (in module pyuncertainnumber.pba.intervals.activation) (in module pyuncertainnumber.pba.intervals.methods), [1] (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.pba.operation.Matrix method) (pyuncertainnumber.pba.operation.Vector method) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) tanh_deriv() (in module pyuncertainnumber.pba.intervals.methods) task (pyuncertainnumber.opt.bo.BayesOpt_args_signature attribute) (pyuncertainnumber.opt.ga.GA attribute) taylor_expansion_method() (in module pyuncertainnumber) (in module pyuncertainnumber.propagation.taylor_expansion) taylor_expansion_method_scalar() (in module pyuncertainnumber.propagation.taylor_expansion) taylor_expansion_method_vector() (in module pyuncertainnumber.propagation.taylor_expansion) tell_i_flag() (pyuncertainnumber.characterisation.check.DistributionSpecification method) tempering_parameter (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) temporal_steps (pyuncertainnumber.characterisation.un_fields.Ensemble attribute) thinit() (pyuncertainnumber.pba.intervals.complex.Interval method) TMCMC (class in pyuncertainnumber.calibration) (class in pyuncertainnumber.calibration.tmcmc) to_BayesOptBounds() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) to_database() (in module pyuncertainnumber.characterisation.utils) to_dss() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) to_GA_varBounds() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) to_interval() (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) to_numpy() (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.pba.Pbox method) (pyuncertainnumber.pba.pbox_abc.Pbox method) (pyuncertainnumber.Pbox method) to_pbox() (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber method) (pyuncertainnumber.DempsterShafer method) (pyuncertainnumber.Interval method), [1] (pyuncertainnumber.pba.D method) (pyuncertainnumber.pba.DempsterShafer method) (pyuncertainnumber.pba.Distribution method) (pyuncertainnumber.pba.distributions.Distribution method) (pyuncertainnumber.pba.DSS method) (pyuncertainnumber.pba.dss.DempsterShafer method) (pyuncertainnumber.pba.I method) (pyuncertainnumber.pba.Interval method) (pyuncertainnumber.pba.intervals.Interval method) (pyuncertainnumber.pba.intervals.number.Interval method) (pyuncertainnumber.UN method) (pyuncertainnumber.UncertainNumber method) toarray() (pyuncertainnumber.pba.intervals.complex.IntervalArray method) tolist() (in module pyuncertainnumber.pba.intervals.methods) (pyuncertainnumber.pba.intervals.complex.IntervalArray method) toOptBounds() (pyuncertainnumber.EpistemicDomain method) (pyuncertainnumber.propagation.helper.EpistemicDomain method) trace (pyuncertainnumber.calibration.TMCMC attribute) (pyuncertainnumber.calibration.tmcmc.TMCMC attribute) tranform_ecdf() (in module pyuncertainnumber.characterisation.utils) transform_eCDF_bundle() (in module pyuncertainnumber.pba.ecdf) transform_func() (in module pyuncertainnumber.opt.bo) transform_old_trace_to_new() (in module pyuncertainnumber.calibration.tmcmc) transpose() (in module pyuncertainnumber.pba.intervals.methods) trapezoid() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) trapz() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) triang() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) truncate() (in module pyuncertainnumber.pba.pbox_abc) (pyuncertainnumber.pba.pbox_abc.Staircase method) (pyuncertainnumber.pba.Staircase method) (pyuncertainnumber.Staircase method), [1] TruncatedNormal (class in pyuncertainnumber.calibration.pdfs) truncweibull_min() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) tukeylambda() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) type_check() (pyuncertainnumber.propagation.p.AleatoryPropagation method) (pyuncertainnumber.propagation.p.EpistemicPropagation method) (pyuncertainnumber.propagation.p.MixedPropagation method) (pyuncertainnumber.propagation.p.P method) U u_sample() (pyuncertainnumber.Dependency method) (pyuncertainnumber.pba.Dependency method) (pyuncertainnumber.pba.dependency.Dependency method) (pyuncertainnumber.pba.distributions.JointDistribution method) (pyuncertainnumber.pba.JointDistribution method) ub (pyuncertainnumber.calibration.utils_bayesian.PriorUniform attribute) UN (class in pyuncertainnumber) UncertainNumber (class in pyuncertainnumber) (class in pyuncertainnumber.characterisation.uncertainNumber) uncertainty (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) uncertainty_type (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) Uncertainty_types (class in pyuncertainnumber.characterisation.un_fields) UNEncoder (class in pyuncertainnumber.characterisation.utils) Uniform (class in pyuncertainnumber.calibration.pdfs) uniform (in module pyuncertainnumber) (in module pyuncertainnumber.characterisation.uncertainNumber) uniform() (in module pyuncertainnumber.calibration.data_peeling) (in module pyuncertainnumber.calibration.data_peeling.peeling) (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) uniform_endpoints() (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.random) uniform_reparameterisation() (in module pyuncertainnumber.pba.utils) uniform_sane() (in module pyuncertainnumber.pba.distributions) uniform_sps() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) union() (pyuncertainnumber.pba.intervals.complex.Interval method) unit (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber property) (pyuncertainnumber.UN property) (pyuncertainnumber.UncertainNumber property) universal_exponential() (in module pyuncertainnumber.characterisation.stats) universal_rayleigh() (in module pyuncertainnumber.characterisation.stats) unobservable_parameter (pyuncertainnumber.characterisation.un_fields.Measurand attribute) unpack() (in module pyuncertainnumber.pba.intervals.methods) unsized (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) unsizeit() (in module pyuncertainnumber.pba.intervals.methods) up (pyuncertainnumber.calibration.pdfs.TruncatedNormal attribute) upper (pyuncertainnumber.calibration.pdfs.Uniform attribute) user_hedged_interpretation (pyuncertainnumber.Params attribute) (pyuncertainnumber.pba.Params attribute), [1] (pyuncertainnumber.pba.params.Params attribute) V Vagueness (pyuncertainnumber.characterisation.un_fields.Uncertainty_types attribute) val (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) value() (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) var (pyuncertainnumber.pba.Pbox attribute) (pyuncertainnumber.pba.pbox_abc.Pbox attribute) (pyuncertainnumber.Pbox attribute) varbound (pyuncertainnumber.opt.ga.GA attribute) Variability (class in pyuncertainnumber.characterisation.un_fields) variability (pyuncertainnumber.characterisation.uncertainNumber.UncertainNumber attribute) (pyuncertainnumber.UN attribute) (pyuncertainnumber.UncertainNumber attribute) variance_bounds_via_lp() (in module pyuncertainnumber.pba.utils) vars (pyuncertainnumber.surrogate.surrogate.SurrogatePropagation attribute) vec_cartesian_product() (in module pyuncertainnumber.propagation.b2b) Vector (class in pyuncertainnumber.pba.operation) Vector_pbox (class in pyuncertainnumber.pba.operation) vectorised_naive_frechet_pbox() (in module pyuncertainnumber.pba.pbox_abc) vectorized_cartesian_op() (in module pyuncertainnumber.pba.operation) vonmises() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) vonmises_line() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) W wald() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) wasserstein_1d() (in module pyuncertainnumber.pba.core) wc_scalar_interval() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.intervals.intervalOperators) wc_scalar_interval_feature() (in module pyuncertainnumber.pba.intervals.intervalOperators) weibull() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) weibull_max() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) weibull_min() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) weights (pyuncertainnumber.calibration.Stage property) (pyuncertainnumber.calibration.tmcmc.Stage property) width (pyuncertainnumber.Interval property), [1] (pyuncertainnumber.pba.I property) (pyuncertainnumber.pba.Interval property) (pyuncertainnumber.pba.intervals.Interval property) (pyuncertainnumber.pba.intervals.number.Interval property) width() (in module pyuncertainnumber.calibration.data_peeling.fuzzy) (in module pyuncertainnumber.calibration.data_peeling.peeling) (in module pyuncertainnumber.pba.intervals) (in module pyuncertainnumber.pba.intervals.number) (pyuncertainnumber.pba.intervals.complex.ComplexInterval method) (pyuncertainnumber.pba.intervals.complex.Interval method) Wm_n (pyuncertainnumber.calibration.Stage attribute) (pyuncertainnumber.calibration.tmcmc.Stage attribute) wrapcauchy() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) WrapperDist (class in pyuncertainnumber.pba.distributions) X x (in module pyuncertainnumber.calibration.data_peeling.examples) x2 (pyuncertainnumber.pba.params.Data attribute) xe_samples (pyuncertainnumber.calibration.epistemic_filter.EpistemicFilter attribute) (pyuncertainnumber.calibration.EpistemicFilter attribute) Y yulesimon() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) Z zipf() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric) zipfian() (in module pyuncertainnumber.pba) (in module pyuncertainnumber.pba.pbox_parametric)