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First steps
User Guide
Examples
Reference

First steps
User Guide
Examples
Reference

Section Navigation

Helpers

hopsy.compute_chebyshev_center
hopsy.generate_unit_hypercube
hopsy.generate_unit_simplex
hopsy.is_polytope_empty
hopsy.run_multiphase_sampling
hopsy.simplify

hopsy.BirkhoffPolytope
- hopsy.BirkhoffPolytope.convert_to_full_space
hopsy.LP
- hopsy.LP.reset

Models

hopsy.Model
hopsy.Gaussian
hopsy.Mixture
hopsy.Rosenbrock

Problem

hopsy.Problem
- hopsy.Problem.slacks

hopsy.round
hopsy.add_box_constraints
hopsy.add_equality_constraints
hopsy.back_transform
hopsy.transform

Proposals

hopsy.Proposal
hopsy.AdaptiveMetropolisProposal
hopsy.BallWalkProposal
hopsy.BilliardWalkProposal
hopsy.CSmMALAProposal
hopsy.DikinWalkProposal
hopsy.GaussianCoordinateHitAndRunProposal
hopsy.GaussianHitAndRunProposal
hopsy.GaussianProposal
hopsy.ReversibleJumpProposal
hopsy.UniformCoordinateHitAndRunProposal
hopsy.UniformHitAndRunProposal
hopsy.TruncatedGaussianProposal

Random

hopsy.RandomNumberGenerator
- hopsy.RandomNumberGenerator.__call__
hopsy.Uniform
- hopsy.Uniform.__call__
hopsy.Normal
- hopsy.Normal.__call__

Markov Chain

hopsy.MarkovChain

hopsy.setup
hopsy.sample

Diagnostics

hopsy.ess
hopsy.mcse
hopsy.rhat

hopsy.tune

User Guide
Markov Chain Monte Carlo Sampling
hopsy.GaussianHitAndRunProposal
hopsy.GaussianHitAndRunProposal.propose

hopsy.GaussianHitAndRunProposal.propose#

GaussianHitAndRunProposal.propose()#

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