Index

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__call__() (viabel.Model method) (viabel.VariationalObjective method) __init__() (viabel.AdaGrad method) (viabel.AlphaDivergence method) (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.Model method) (viabel.MultivariateT method) (viabel.RMSProp method) (viabel.SASA method) (viabel.StanModel method) (viabel.StochasticGradientOptimizer method) (viabel.VariationalObjective method)

A

AdaGrad (class in viabel) all_diagnostics() (in module viabel)

AlphaDivergence (class in viabel) ApproximationFamily (class in viabel)

B

bbvi() (in module viabel)

C

constrain() (viabel.Model method) (viabel.StanModel method)

convergence_check() (viabel.SASA method)

D

descent_direction() (viabel.AdaGrad method) (viabel.RMSProp method) (viabel.StochasticGradientOptimizer method)

divergence_bound() (in module viabel)

E

entropy() (viabel.ApproximationFamily method) (viabel.MFStudentT method) (viabel.MultivariateT method)

error_bounds() (in module viabel) ExclusiveKL (class in viabel)

I

init_param() (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.MultivariateT method)

K

kl() (viabel.ApproximationFamily method)

L

log_density() (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.MultivariateT method)

M

mean_and_cov() (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.MultivariateT method)

MFGaussian (class in viabel) MFStudentT (class in viabel) Model (class in viabel) MultivariateT (class in viabel)

O

optimize() (viabel.Optimizer method) (viabel.SASA method) (viabel.StochasticGradientOptimizer method)

Optimizer (class in viabel)

P

pth_moment() (viabel.ApproximationFamily method)

R

RMSProp (class in viabel)

S

sample() (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.MultivariateT method) SASA (class in viabel) set_inverse_temperature() (viabel.Model method)

StanModel (class in viabel) StochasticGradientOptimizer (class in viabel) supports_pth_moment() (viabel.ApproximationFamily method) (viabel.MFGaussian method) (viabel.MFStudentT method) (viabel.MultivariateT method)

V

VariationalObjective (class in viabel)

vi_diagnostics() (in module viabel)

W

wasserstein_bounds() (in module viabel)