@hackage / lazyppl

Lazy Probabilistic Programming Library

Latest1.0.1

About

Metadata

  • Last updated , by samstaton
  • License MIT

  • Maintained by: sam.staton@cs.ox.ac.uk

  • Lottery factor: 1

Links

Installation

Tested Compilers

  1. 9.10.1
  2. 9.8.4
  3. 9.6.7
  4. 8.10.7

Readme

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.