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TuringLang / Bijectors.jl

Implementation of normalising flows and constrained random variable transformations
https://turinglang.org/Bijectors.jl/
MIT License
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bayesian-inference mcmc-sampler transforms turing-language

readme

Bijectors.jl

Stable Dev Interface tests AD tests

A package for transforming distributions, used by Turing.jl.

Bijectors.jl implements both an interface for transforming distributions from Distributions.jl and many transformations needed in this context. This package is used heavily in the probabilistic programing language Turing.jl.

See the documentation for more.

Do you want to contribute?

If you feel you have some relevant skills and are interested in contributing, please get in touch! You can find us in the #turing channel on the Julia Slack or Discourse. If you're having any problems, please open a Github issue, even if the problem seems small (like help figuring out an error message). Every issue you open helps us to improve the library!