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Examples
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User Guide
Problem Description
hopsy.Model
hopsy.Model.compute_expected_fisher_information
hopsy.Model.compute_log_likelihood_gradient
hopsy.Model.compute_negative_log_likelihood
hopsy.Model.log_curvature
hopsy.Model.log_density
hopsy.Model.log_gradient
hopsy.Gaussian
hopsy.Gaussian.compute_expected_fisher_information
hopsy.Gaussian.compute_log_likelihood_gradient
hopsy.Gaussian.compute_negative_log_likelihood
hopsy.Gaussian.log_curvature
hopsy.Gaussian.log_density
hopsy.Gaussian.log_gradient
hopsy.Mixture
hopsy.Mixture.compute_expected_fisher_information
hopsy.Mixture.compute_log_likelihood_gradient
hopsy.Mixture.compute_negative_log_likelihood
hopsy.Mixture.log_curvature
hopsy.Mixture.log_density
hopsy.Mixture.log_gradient
hopsy.Rosenbrock
hopsy.Rosenbrock.compute_expected_fisher_information
hopsy.Rosenbrock.compute_log_likelihood_gradient
hopsy.Rosenbrock.compute_negative_log_likelihood
hopsy.Rosenbrock.log_curvature
hopsy.Rosenbrock.log_density
hopsy.Rosenbrock.log_gradient
hopsy.Problem
hopsy.Problem.slacks
hopsy.add_box_constraints
hopsy.compute_chebyshev_center
hopsy.round
Markov Chain Monte Carlo Sampling
hopsy.AdaptiveMetropolisProposal
hopsy.AdaptiveMetropolisProposal.accept_proposal
hopsy.AdaptiveMetropolisProposal.deepcopy
hopsy.AdaptiveMetropolisProposal.propose
hopsy.BallWalkProposal
hopsy.BallWalkProposal.accept_proposal
hopsy.BallWalkProposal.deepcopy
hopsy.BallWalkProposal.propose
hopsy.CSmMALAProposal
hopsy.CSmMALAProposal.accept_proposal
hopsy.CSmMALAProposal.deepcopy
hopsy.CSmMALAProposal.propose
hopsy.DikinWalkProposal
hopsy.DikinWalkProposal.accept_proposal
hopsy.DikinWalkProposal.deepcopy
hopsy.DikinWalkProposal.propose
hopsy.GaussianCoordinateHitAndRunProposal
hopsy.GaussianCoordinateHitAndRunProposal.accept_proposal
hopsy.GaussianCoordinateHitAndRunProposal.deepcopy
hopsy.GaussianCoordinateHitAndRunProposal.propose
hopsy.GaussianHitAndRunProposal
hopsy.GaussianHitAndRunProposal.accept_proposal
hopsy.GaussianHitAndRunProposal.deepcopy
hopsy.GaussianHitAndRunProposal.propose
hopsy.GaussianProposal
hopsy.GaussianProposal.accept_proposal
hopsy.GaussianProposal.deepcopy
hopsy.GaussianProposal.propose
hopsy.UniformCoordinateHitAndRunProposal
hopsy.UniformCoordinateHitAndRunProposal.accept_proposal
hopsy.UniformCoordinateHitAndRunProposal.deepcopy
hopsy.UniformCoordinateHitAndRunProposal.propose
hopsy.UniformHitAndRunProposal
hopsy.UniformHitAndRunProposal.accept_proposal
hopsy.UniformHitAndRunProposal.deepcopy
hopsy.UniformHitAndRunProposal.propose
hopsy.MarkovChain
hopsy.sample
hopsy.RandomNumberGenerator
hopsy.RandomNumberGenerator.__call__
hopsy.Normal
hopsy.Normal.__call__
hopsy.Uniform
hopsy.Uniform.__call__
Tuning
hopsy.tune
hopsy.ThompsonSamplingTuning
hopsy.TuningTarget
hopsy.AcceptanceRateTarget
hopsy.ExpectedSquaredJumpDistanceTarget
hopsy.PyTuningTarget
Post-Processing
hopsy.ess
hopsy.mcse
hopsy.rhat
User Guide
Tuning
hopsy.PyTuningTarget
hopsy.PyTuningTarget
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class
hopsy.
PyTuningTarget
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Methods
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PyTuningTarget
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