Probabilistic Programming Packages

Turing.jl872Bayesian inference with probabilistic programming.

Soss.jl166Probabilistic programming via source rewriting

Stan.jl139Stan.jl illustrates the usage of the new 'single method' packages, e.g. StanSample, StanOptimize, etc.

Sigma.jl65Sigma is a probabilistic programming environment implemented in Julia

Omega.jl54Causal, HigherOrder, Probabilistic Programming

OpenPP.jl46A Julia framework for probabilistic graphical models.

Church.jl27

Stochy.jl15Probabilistic Programming in Julia

BloomFilters.jl13Bloom filters in Julia

MixtureModels.jl12A Julia package for probabilistic mixture models

Rmath.jl9Archive of functions that emulate R's dpqr functions for probability distributions

DiscreteFactor.jl4Discrete factor and its operations in Probabilistic Graphical Models

ProbabilisticModeling.jl2A BUGSlike language for describing probabilistic models in Julia

PGM0.jl1A bottomup approach to probabilistic graphical models

ProbTopicModels.jl0Probabilistic topic models
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