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[](https://colprac.sciml.ai/)
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[](https://docs.sciml.ai/ColPrac/stable/)
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*A domain-specific language and backend for probabilistic programming, used by [Turing.jl](https://github.com/TuringLang/Turing.jl).*
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- A rich contextual dispatch system allowing for tailored behaviour during model execution.
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- A user-friendly syntax for probabilistic queries.
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Information on how to use the DynamicPPL frontend to build Bayesian models can be found on the [Turing website](https://turing.ml/). Tutorials explaining how to use the backend can be found [alongside the documentation](https://turinglang.github.io/DynamicPPL.jl/stable/). More information can be found in our paper [DynamicPPL: Stan-like Speed for Dynamic Probabilistic Models](https://arxiv.org/pdf/2002.02702.pdf).
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Information on how to use the DynamicPPL frontend to build Bayesian models can be found on the [Turing website](https://turinglang.org/). Tutorials explaining how to use the backend can be found [alongside the documentation](https://turinglang.github.io/DynamicPPL.jl/stable/). More information can be found in our paper [DynamicPPL: Stan-like Speed for Dynamic Probabilistic Models](https://arxiv.org/pdf/2002.02702.pdf).
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## Do you want to contribute?
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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](https://julialang.org/slack/) or [Discourse](discourse.julialang.org). 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 improve the library!
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### Contributor's Guide
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This project follows the [](https://colprac.sciml.ai/), apart from the following slight variation:
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- The master branch contains the most recent release at any point in time. All non-breaking changes (bug fixes etc.) are merged directly into master and a new patch version is released immediately.
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- A separate dev branch contains all breaking changes, and is merged into master when a minor version release happens.
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For instance, suppose we are currently on version 0.13.5.
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- If someone produces a bug fix, it is merged directly into master and bumps the version to 0.13.6. This change is also merged into dev so that it remains up-to-date with master.
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- If someone is working on a new feature that is not breaking (performance-related, fancy new syntax that is backwards-compatible etc.), the same happens.
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- New breaking changes are merged into dev until a release is ready to go, at which point dev is merged into master and version 0.14 is released.
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This project follows the [](https://docs.sciml.ai/ColPrac/stable/).
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