Index

_

__call__() (qinfer.LiuWestResampler method) (qinfer.Resampler method)

A

a (qinfer.LiuWestResampler attribute) AcceleratedPrecessionModel (class in qinfer) allow_identical_outcomes (qinfer.Model attribute)

are_expparam_dtypes_consistent() (qinfer.BinomialModel method) (qinfer.MultinomialModel method) (qinfer.Simulatable method) are_models_valid() (qinfer.AcceleratedPrecessionModel static method) (qinfer.NDieModel method) (qinfer.NoisyCoinModel static method) (qinfer.RandomizedBenchmarkingModel method) (qinfer.Simulatable method) (qinfer.tomography.DiffusiveTomographyModel method) (qinfer.tomography.TomographyModel method)

B

base_model (qinfer.Simulatable attribute) basis (qinfer.tomography.DensityOperatorDistribution attribute) (qinfer.tomography.TomographyModel attribute) batch_update() (qinfer.SMCUpdater method) bayes_risk() (qinfer.SMCUpdater method) BCSZChoiDistribution (class in qinfer.tomography)

BestOfKMetaheuristic (class in qinfer.tomography) BetaBinomialDistribution (class in qinfer) BetaDistribution (class in qinfer) binomial_pdf() (in module qinfer.utils) BinomialModel (class in qinfer)

C

call_count (qinfer.Model attribute) canonicalize() (qinfer.Simulatable method) (qinfer.tomography.DiffusiveTomographyModel method) (qinfer.tomography.TomographyModel method) clear_cache() (qinfer.DirectViewParallelizedModel method) (qinfer.Simulatable method)

ConstantDistribution (class in qinfer) ConstrainedSumDistribution (class in qinfer) covariance_mtx_to_superop() (qinfer.tomography.TomographyBasis method)

D

data (qinfer.tomography.TomographyBasis attribute) data_record (qinfer.SMCUpdater attribute) decorated_model (qinfer.BinomialModel attribute) (qinfer.MultinomialModel attribute) DensityOperatorDistribution (class in qinfer.tomography) description (qinfer.IPythonProgressBar attribute) design_expparams_field() (qinfer.ExperimentDesigner method) DifferentiableModel (class in qinfer) DiffusiveTomographyModel (class in qinfer.tomography) dim (qinfer.tomography.DensityOperatorDistribution attribute) (qinfer.tomography.TomographyBasis attribute) (qinfer.tomography.TomographyModel attribute)

dims (qinfer.tomography.TomographyBasis attribute) DirectViewParallelizedModel (class in qinfer) DiscreteUniformDistribution (class in qinfer) distance() (qinfer.Simulatable method) Distribution (class in qinfer) Domain (class in qinfer) domain() (qinfer.BinomialModel method) (qinfer.FiniteOutcomeModel method) (qinfer.MultinomialModel method) (qinfer.Simulatable method) dtype (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute)

E

ellipsoid_volume() (in module qinfer.utils) est_cluster_covs() (qinfer.SMCUpdater method) est_cluster_metric() (qinfer.SMCUpdater method) est_cluster_moments() (qinfer.SMCUpdater method) est_covariance_mtx() (qinfer.SMCUpdater method) est_credible_region() (qinfer.SMCUpdater method) est_entropy() (qinfer.SMCUpdater method) est_kl_divergence() (qinfer.SMCUpdater method)

est_mean() (qinfer.SMCUpdater method) est_meanfn() (qinfer.SMCUpdater method) example_point (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute) expected_information_gain() (qinfer.SMCUpdater method) experiment_cost() (qinfer.Simulatable method) ExperimentDesigner (class in qinfer) expparams_dtype (qinfer.AcceleratedPrecessionModel attribute) (qinfer.BinomialModel attribute) (qinfer.MultinomialModel attribute) (qinfer.NDieModel attribute) (qinfer.NoisyCoinModel attribute) (qinfer.RandomizedBenchmarkingModel attribute) (qinfer.SimplePrecessionModel attribute) (qinfer.Simulatable attribute) (qinfer.tomography.DiffusiveTomographyModel attribute) (qinfer.tomography.TomographyModel attribute) ExpSparseHeuristic (class in qinfer)

F

F() (in module qinfer.rb) finished() (qinfer.IPythonProgressBar method) FiniteOutcomeModel (class in qinfer) fisher_information() (qinfer.DifferentiableModel method)

flat() (qinfer.tomography.TomographyBasis method) format_uncertainty() (in module qinfer.utils) from_regular_array() (qinfer.MultinomialDomain method)

G

GADFLIDistribution (class in qinfer.tomography) GammaDistribution (class in qinfer) gell_mann_basis() (in module qinfer.tomography) GinibreDistribution (class in qinfer.tomography)

GinibreReditDistribution (class in qinfer.tomography) GinibreUniform (class in qinfer) grad_log_pdf() (qinfer.MultivariateNormalDistribution method) (qinfer.NormalDistribution method) (qinfer.PostselectedDistribution method) (qinfer.UniformDistribution method)

H

h (qinfer.ScoreMixin attribute) HaarUniform (class in qinfer) Heuristic (class in qinfer)

HilbertSchmidtUniform (class in qinfer) hypothetical_update() (qinfer.SMCUpdater method)

I

in_credible_region() (qinfer.SMCUpdater method) in_domain() (qinfer.Domain method) (qinfer.IntegerDomain method) (qinfer.MultinomialDomain method) (qinfer.RealDomain method) in_ellipsoid() (in module qinfer.utils) IntegerDomain (class in qinfer) InterpolatedUnivariateDistribution (class in qinfer) IPythonProgressBar (class in qinfer)

is_continuous (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute) is_discrete (qinfer.Domain attribute) is_finite (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute) is_model_valid() (qinfer.Model method) is_n_outcomes_constant (qinfer.AcceleratedPrecessionModel attribute) (qinfer.BinomialModel attribute) (qinfer.MultinomialModel attribute) (qinfer.NDieModel attribute) (qinfer.NoisyCoinModel attribute) (qinfer.RandomizedBenchmarkingModel attribute) (qinfer.Simulatable attribute) (qinfer.tomography.TomographyModel attribute)

J

just_resampled (qinfer.SMCUpdater attribute)

L

labels (qinfer.tomography.TomographyBasis attribute) likelihood() (qinfer.AcceleratedPrecessionModel method) (qinfer.BinomialModel method) (qinfer.DirectViewParallelizedModel method) (qinfer.MLEModel method) (qinfer.Model method) (qinfer.MultinomialModel method) (qinfer.NDieModel method) (qinfer.NoisyCoinModel method) (qinfer.PoisonedModel method) (qinfer.RandomizedBenchmarkingModel method) (qinfer.SimplePrecessionModel method) (qinfer.tomography.DiffusiveTomographyModel method) (qinfer.tomography.TomographyModel method) LiuWestResampler (class in qinfer)

log_total_likelihood (qinfer.SMCUpdater attribute) LogNormalDistribution (class in qinfer)

M

make_Paulis() (qinfer.HilbertSchmidtUniform method) max (qinfer.IntegerDomain attribute) (qinfer.RealDomain attribute) min (qinfer.IntegerDomain attribute) (qinfer.RealDomain attribute) min_n_ess (qinfer.SMCUpdater attribute) MixtureDistribution (class in qinfer) MLEModel (class in qinfer) Model (class in qinfer) model_chain (qinfer.Simulatable attribute)

modelparam_names (qinfer.RandomizedBenchmarkingModel attribute) (qinfer.Simulatable attribute) (qinfer.tomography.DiffusiveTomographyModel attribute) (qinfer.tomography.TomographyModel attribute) modelparams_to_state() (qinfer.tomography.TomographyBasis method) MultinomialDomain (class in qinfer) MultinomialModel (class in qinfer) MultivariateNormalDistribution (class in qinfer) mvee() (in module qinfer.utils) MVUniformDistribution (class in qinfer)

N

n_dist (qinfer.MixtureDistribution attribute) n_elements (qinfer.MultinomialDomain attribute) n_engines (qinfer.DirectViewParallelizedModel attribute) n_ess (qinfer.SMCUpdater attribute) n_meas (qinfer.MultinomialDomain attribute) n_members (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute) n_modelparams (qinfer.AcceleratedPrecessionModel attribute) (qinfer.NDieModel attribute) (qinfer.NoisyCoinModel attribute) (qinfer.RandomizedBenchmarkingModel attribute) (qinfer.Simulatable attribute) (qinfer.tomography.DiffusiveTomographyModel attribute) (qinfer.tomography.TomographyModel attribute) n_outcomes() (qinfer.AcceleratedPrecessionModel method) (qinfer.BinomialModel method) (qinfer.MultinomialModel method) (qinfer.NDieModel method) (qinfer.NoisyCoinModel method) (qinfer.RandomizedBenchmarkingModel method) (qinfer.Simulatable method) (qinfer.tomography.TomographyModel method) n_outcomes_cutoff (qinfer.FiniteOutcomeModel attribute)

n_particles (qinfer.SMCUpdater attribute) n_rvs (qinfer.BetaBinomialDistribution attribute) (qinfer.BetaDistribution attribute) (qinfer.ConstantDistribution attribute) (qinfer.ConstrainedSumDistribution attribute) (qinfer.DiscreteUniformDistribution attribute) (qinfer.Distribution attribute) (qinfer.GammaDistribution attribute) (qinfer.GinibreUniform attribute) (qinfer.HaarUniform attribute) (qinfer.HilbertSchmidtUniform attribute) (qinfer.InterpolatedUnivariateDistribution attribute) (qinfer.LogNormalDistribution attribute) (qinfer.MVUniformDistribution attribute) (qinfer.MixtureDistribution attribute) (qinfer.MultivariateNormalDistribution attribute) (qinfer.NormalDistribution attribute) (qinfer.PostselectedDistribution attribute) (qinfer.ProductDistribution attribute) (qinfer.SMCUpdater attribute) (qinfer.SlantedNormalDistribution attribute) (qinfer.UniformDistribution attribute) (qinfer.tomography.DensityOperatorDistribution attribute) n_sides (qinfer.MultinomialModel attribute) name (qinfer.tomography.TomographyBasis attribute) NDieModel (class in qinfer) new_exp() (qinfer.ExperimentDesigner method) NoisyCoinModel (class in qinfer) NormalDistribution (class in qinfer) normalization_record (qinfer.SMCUpdater attribute)

O

outcome_warning_threshold (qinfer.Model attribute)

outer_product() (in module qinfer.utils)

P

p() (in module qinfer.rb) particle_covariance_mtx() (in module qinfer.utils) particle_meanfn() (in module qinfer.utils) pauli_basis() (in module qinfer.tomography) perf_test() (in module qinfer) perf_test_multiple() (in module qinfer) PGH (class in qinfer) plot_cov_ellipse() (in module qinfer.tomography) plot_covariance() (qinfer.SMCUpdater method) plot_posterior_contour() (qinfer.SMCUpdater method) plot_posterior_marginal() (qinfer.SMCUpdater method)

plot_rebit_posterior() (in module qinfer.tomography) plot_rebit_prior() (in module qinfer.tomography) PoisonedModel (class in qinfer) posterior_marginal() (qinfer.SMCUpdater method) posterior_mesh() (qinfer.SMCUpdater method) PostselectedDistribution (class in qinfer) pr0_to_likelihood_array() (qinfer.FiniteOutcomeModel static method) ProcessTomographyHeuristic (class in qinfer.tomography) ProductDistribution (class in qinfer) ProductHeuristic (class in qinfer.tomography)

Q

Q (qinfer.Simulatable attribute)

qinfer (module)

R

RandomizedBenchmarkingModel (class in qinfer) RandomPauliHeuristic (class in qinfer.tomography) RandomStabilizerStateHeuristic (class in qinfer.tomography) RealDomain (class in qinfer) region_est_ellipsoid() (qinfer.SMCUpdater method) region_est_hull() (qinfer.SMCUpdater method) renormalize() (qinfer.tomography.TomographyModel method)

resample() (qinfer.SMCUpdater method) resample_count (qinfer.SMCUpdater attribute) Resampler (class in qinfer) resampling_divergences (qinfer.SMCUpdater attribute) reset() (qinfer.SMCUpdater method) risk() (qinfer.SMCUpdater method)

S

sample() (qinfer.BetaBinomialDistribution method) (qinfer.BetaDistribution method) (qinfer.ConstantDistribution method) (qinfer.ConstrainedSumDistribution method) (qinfer.DiscreteUniformDistribution method) (qinfer.Distribution method) (qinfer.GammaDistribution method) (qinfer.HilbertSchmidtUniform method) (qinfer.InterpolatedUnivariateDistribution method) (qinfer.LogNormalDistribution method) (qinfer.MVUniformDistribution method) (qinfer.MixtureDistribution method) (qinfer.MultivariateNormalDistribution method) (qinfer.NormalDistribution method) (qinfer.PostselectedDistribution method) (qinfer.ProductDistribution method) (qinfer.SMCUpdater method) (qinfer.SingleSampleMixin method) (qinfer.SlantedNormalDistribution method) (qinfer.UniformDistribution method) score() (qinfer.DifferentiableModel method) (qinfer.RandomizedBenchmarkingModel method) (qinfer.ScoreMixin method) (qinfer.SimplePrecessionModel method) ScoreMixin (class in qinfer) sim_count (qinfer.Simulatable attribute) simple_est_prec() (in module qinfer) simple_est_rb() (in module qinfer) SimplePrecessionModel (class in qinfer) Simulatable (class in qinfer)

simulate_experiment() (qinfer.BinomialModel method) (qinfer.DirectViewParallelizedModel method) (qinfer.FiniteOutcomeModel method) (qinfer.MLEModel method) (qinfer.MultinomialModel method) (qinfer.PoisonedModel method) (qinfer.Simulatable method) SingleSampleMixin (class in qinfer) SlantedNormalDistribution (class in qinfer) SMCUpdater (class in qinfer) start() (qinfer.IPythonProgressBar method) state_to_modelparams() (qinfer.tomography.TomographyBasis method) StateTomographyHeuristic (class in qinfer.tomography)

T

tensor_product_basis() (in module qinfer.tomography) TensorProductDistribution (class in qinfer.tomography) to_regular_array() (qinfer.MultinomialDomain method)

TomographyBasis (class in qinfer.tomography) TomographyModel (class in qinfer.tomography) trunc_neg_eigs() (qinfer.tomography.TomographyModel method)

U

underlying_distribution (qinfer.ConstrainedSumDistribution attribute) underlying_domain (qinfer.MultinomialModel attribute) underlying_model (qinfer.Simulatable attribute) UniformDistribution (class in qinfer)

uniquify() (in module qinfer.utils) update() (qinfer.IPythonProgressBar method) (qinfer.SMCUpdater method) update_timestep() (qinfer.BinomialModel method) (qinfer.Simulatable method) (qinfer.tomography.DiffusiveTomographyModel method)

V

values (qinfer.Domain attribute) (qinfer.IntegerDomain attribute) (qinfer.MultinomialDomain attribute) (qinfer.RealDomain attribute)