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Probabilistic

Probabilistic programming DSL

Readme

Probabilistic.jl

Probabilistic.jl is an attempt to provide lightweight and easy to use probabilistic programming in Julia.

# TODO: describe the library. Until then, see examples/

About

I got interested in probabilistic programming languages after watching a talk from Dan Roy [1] and decided to give it a try after reading a gist from Char Scherrer, implementing a probabilistic modeling DSLs in Julia through program transformation [2].

The goal of this project is for me is twofold:

  • learn about the implementation of probabilistic programming languages
  • have an interesting use case of SMC algorithms, which is the subject of my bachelor thesis.

[1] https://simons.berkeley.edu/talks/daniel-roy-10-06-2016 [2] https://github.com/cscherrer/Soss.jl

First Commit

02/11/2018

Last Touched

over 3 years ago

Commits

8 commits

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