Index

_ | A | B | C | D | E | G | I | L | M | N | P | R | S | T | U

_

__call__() (hopsy.Normal method) (hopsy.RandomNumberGenerator method) (hopsy.Uniform method)

A

accept_proposal() (hopsy.AdaptiveMetropolisProposal method) (hopsy.BallWalkProposal method) (hopsy.BilliardWalkProposal method) (hopsy.CSmMALAProposal method) (hopsy.DikinWalkProposal method) (hopsy.GaussianCoordinateHitAndRunProposal method) (hopsy.GaussianHitAndRunProposal method) (hopsy.GaussianProposal method) (hopsy.ReversibleJumpProposal method) (hopsy.TruncatedGaussianProposal method) (hopsy.UniformCoordinateHitAndRunProposal method) (hopsy.UniformHitAndRunProposal method)

AcceptanceRateTarget (class in hopsy) AdaptiveMetropolisProposal (class in hopsy) add_box_constraints (class in hopsy) add_equality_constraints() (in module hopsy)

B

back_transform() (in module hopsy) BallWalkProposal (class in hopsy)

BilliardWalkProposal (class in hopsy) BirkhoffPolytope (class in hopsy)

C

compute_chebyshev_center (class in hopsy) compute_expected_fisher_information() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method) compute_log_likelihood_gradient() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method)

compute_negative_log_likelihood() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method) convert_to_full_space() (hopsy.BirkhoffPolytope method) CSmMALAProposal (class in hopsy)

D

deepcopy() (hopsy.AdaptiveMetropolisProposal method) (hopsy.BallWalkProposal method) (hopsy.BilliardWalkProposal method) (hopsy.CSmMALAProposal method) (hopsy.DikinWalkProposal method) (hopsy.GaussianCoordinateHitAndRunProposal method) (hopsy.GaussianHitAndRunProposal method) (hopsy.GaussianProposal method) (hopsy.ReversibleJumpProposal method) (hopsy.TruncatedGaussianProposal method) (hopsy.UniformCoordinateHitAndRunProposal method) (hopsy.UniformHitAndRunProposal method)

DikinWalkProposal (class in hopsy)

E

ess (class in hopsy)

ExpectedSquaredJumpDistanceTarget (class in hopsy)

G

Gaussian (class in hopsy) GaussianCoordinateHitAndRunProposal (class in hopsy) GaussianHitAndRunProposal (class in hopsy)

GaussianProposal (class in hopsy) generate_unit_hypercube() (in module hopsy) generate_unit_simplex() (in module hopsy)

I

is_polytope_empty() (in module hopsy)

L

log_curvature() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method) log_density() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method)

log_gradient() (hopsy.Gaussian method) (hopsy.Mixture method) (hopsy.Model method) (hopsy.Rosenbrock method) LP (class in hopsy)

M

MarkovChain (class in hopsy) mcse (class in hopsy)

Mixture (class in hopsy) Model (class in hopsy)

N

Normal (class in hopsy)

P

Problem (class in hopsy) Proposal (class in hopsy) propose() (hopsy.AdaptiveMetropolisProposal method) (hopsy.BallWalkProposal method) (hopsy.BilliardWalkProposal method) (hopsy.CSmMALAProposal method) (hopsy.DikinWalkProposal method) (hopsy.GaussianCoordinateHitAndRunProposal method) (hopsy.GaussianHitAndRunProposal method) (hopsy.GaussianProposal method) (hopsy.ReversibleJumpProposal method) (hopsy.TruncatedGaussianProposal method) (hopsy.UniformCoordinateHitAndRunProposal method) (hopsy.UniformHitAndRunProposal method)

PyTuningTarget (class in hopsy)

R

RandomNumberGenerator (class in hopsy) reset() (hopsy.LP method) ReversibleJumpProposal (class in hopsy)

rhat (class in hopsy) Rosenbrock (class in hopsy) round (class in hopsy) run_multiphase_sampling() (in module hopsy)

S

sample (class in hopsy) setup() (in module hopsy)

simplify() (in module hopsy) slacks() (hopsy.Problem method)

T

ThompsonSamplingTuning (class in hopsy) transform() (in module hopsy)

TruncatedGaussianProposal (class in hopsy) tune (class in hopsy) TuningTarget (class in hopsy)

U

Uniform (class in hopsy)

UniformCoordinateHitAndRunProposal (class in hopsy) UniformHitAndRunProposal (class in hopsy)