úÎ!Jž     (c) 2015 Jared TobinMITJared Tobin <jared@jtobin.ca>unstableghcNone"#Ä  declarativeAn annealing transformer.†When executed, the supplied transition operator will execute over the parameter space annealed to the supplied inverse temperature. 0let annealedTransition = anneal 0.30 (slice 0.5)  (c) 2015 Jared TobinMITJared Tobin <jared@jtobin.ca>unstableghcNone"#>Ö  declarative7Deterministically concat transition operators together.  declarativeADeterministically concat a list of transition operators together.  declarative7Probabilistically concat transition operators together.  declarativeProbabilistically concat transition operators together using a Bernoulli distribution with the supplied success probability.)This is just a generalization of sampleT. declarativeUProbabilistically concat transition operators together via a uniform distribution. declarativedProbabilistically concat transition operators together using the supplied frequency distribution./This function is more-or-less an exact copy of 1, except here applied to transition operators. declarativeTrace n8 iterations of a Markov chain and stream them to stdout.FwithSystemRandom . asGenIO $ mcmc 3 [0, 0] (metropolis 0.5) rosenbrock(-0.48939312153007863,0.13290702689491818)1.4541485365128892e-2,-0.4859905564050404(0.22487398491619448,-0.29769783186855125 declarativeTrace n9 iterations of a Markov chain and collect them in a list.Rresults <- withSystemRandom . asGenIO $ chain 3 [0, 0] (metropolis 0.5) rosenbrock declarative)A generic Metropolis transition operator.        !"#!"#!"$!"%!"&!"'!"'!"(!")!"*!"+,(declarative-0.5.3-E5syyQvb2obCC1KdQYA2TV Numeric.MCMCNumeric.MCMC.Anneal QuickCheck frequencyghc-primGHC.Prim RealWorld.hasty-hamiltonian-1.3.2-Bq92UCX7Zx3FjPZsXuTDs4Numeric.MCMC.Hamiltonian hamiltonian*mwc-random-0.14.0.0-JSvZ9XuV0q65Ypl4ymLjAvSystem.Random.MWCcreateSystemRandomwithSystemRandomcreateasGenIO'primitive-0.7.0.1-4OYEE8uw8FE1Ko7THF1ebControl.Monad.Primitive PrimState PrimMonad)speedy-slice-0.3.0-FXvvjcknOAzCgYVQjE2oLiNumeric.MCMC.SlicesliceannealconcatT concatAllTsampleT bernoulliT sampleAllTmcmcchain metropolis'mcmc-types-1.0.3-4miQEYdCLEY4dGGp6Svv1hData.Sampling.TypesTargetglTargetlTarget TransitionChain chainTarget chainScore chainPosition chainTunables