lazyppl: Lazy Probabilistic Programming Library

LazyPPL is a Haskell library for Bayesian probabilistic programming. It supports lazy use of probability, which is useful for specifying non-parametric models, and we provide new Metropolis-Hastings algorithms to allow this. For illustrations, see https://lazyppl-team.github.io/.

Note: the Gaussian process module (LazyPPL.Distributions.GP) uses hmatrix, which links against LAPACK. On Ubuntu install with sudo apt-get install libgsl0-dev liblapack-dev.

Modules

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Downloads

• lazyppl-1.0.1.tar.gz [browse] (Cabal source package)
• Package description (as included in the package)

Maintainer's Corner

Package maintainers

• samstaton, youkad

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Candidates

• 1.0