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Add README sections on known users of BridgeStan #186

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25 changes: 25 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -74,6 +74,31 @@ in Python, Julia, R, Rust, and C.

Examples of other functionality can be found in the `test` folder for each interface.

## Software using BridgeStan

We are aware of the following projects using BridgeStan.

### Julia

- https://github.com/sethaxen/StanLogDensityProblems.jl
- https://github.com/Julia-Tempering/Pigeons.jl
- https://github.com/TuringLang/TuringBenchmarking.jl

### Python

- https://github.com/pymc-devs/nutpie
- https://github.com/UoL-SignalProcessingGroup/retrospectr


## Research using BridgeStan

If you use BridgeStan in your research, please consider citing [our JOSS paper](https://joss.theoj.org/papers/10.21105/joss.05236)
and letting us know so we list your project here.

- [*Verified Density Compilation for a Probabilistic Programming Language*](https://doi.org/10.1145/3591245)
- [*Variational Inference with Gaussian Score Matching*](https://arxiv.org/pdf/2307.07849.pdf)
- [*Stein Π-Importance Sampling*](https://arxiv.org/pdf/2305.10068.pdf)

## Acknowledgements

The Julia and Python APIs were derived from the
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