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.clj-kondo/ (0, 2023-12-12)
.clj-kondo/babashka/ (0, 2023-12-12)
.clj-kondo/babashka/fs/ (0, 2023-12-12)
.clj-kondo/babashka/fs/config.edn (56, 2023-12-12)
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.clj-kondo/com.gfredericks/test.chuck/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/com/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/com/gfredericks/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/com/gfredericks/test/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/com/gfredericks/test/chuck/ (0, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/clj_kondo/com/gfredericks/test/chuck/checking.clj (861, 2023-12-12)
.clj-kondo/com.gfredericks/test.chuck/config.edn (137, 2023-12-12)
.clj-kondo/config.edn (81, 2023-12-12)
.clj-kondo/nextjournal/ (0, 2023-12-12)
.clj-kondo/nextjournal/clerk/ (0, 2023-12-12)
.clj-kondo/nextjournal/clerk/config.edn (1459, 2023-12-12)
.clj-kondo/nextjournal/clerk/nextjournal/ (0, 2023-12-12)
.clj-kondo/nextjournal/clerk/nextjournal/clerk/ (0, 2023-12-12)
.clj-kondo/nextjournal/clerk/nextjournal/clerk/viewer.clj_kondo (540, 2023-12-12)
.clj-kondo/rewrite-clj/ (0, 2023-12-12)
.clj-kondo/rewrite-clj/rewrite-clj/ (0, 2023-12-12)
.clj-kondo/rewrite-clj/rewrite-clj/config.edn (186, 2023-12-12)
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DEVELOPING.md (2579, 2023-12-12)
LICENSE (11357, 2023-12-12)
bb.edn (2112, 2023-12-12)
build.clj (3608, 2023-12-12)
deps.edn (1814, 2023-12-12)
dev/ (0, 2023-12-12)
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# Gen.clj An open-source stack for generative modeling and probabilistic inference. > **Warning** > Gen.clj, the Clojure implementation of the Gen language, currently only > supports a subset of Gen's features. For a complete implementation see > [Gen.jl](https://github.com/probcomp/Gen.jl). If you would like to get > involved with Gen.clj's development please [contact > us](mailto:contributing@zane.io). ## Why Gen? - Gen automates the implementation details of probabilistic inference algorithms - Gen allows users to flexibly navigate performance trade-offs - Gen supports custom hybrid inference algorithms - Users write custom inference algorithms without extending the compiler - Efficient inference in models with stochastic structure ## Getting started ### Install Gen.clj is currently only available as a [git dependency](https://clojure.org/guides/deps_and_cli#_using_git_libraries). To install Gen.clj, add the following entry to your `deps.edn` under the `:deps` key: ``` clojure io.github.inferenceql/gen.clj {:git/url "https://github.com/inferenceql/gen.clj" :git/sha "3283de82c2b25870b530c22948ac3cdc1b6996d4"} ``` ### Learn The project's [interactive documentation][gen-clj-url] was generated from the notebooks in the [`examples`](https://github.com/InferenceQL/gen.clj/tree/main/examples) directory using Nextjournal's [Clerk][clerk-url]. If you'd like to edit or play with the documentation or demos, you'll need to install - The [Clojure command line tool](https://clojure.org/guides/install_clojure) - [Babashka](https://github.com/babashka/babashka#installation) Next, clone the repository: ```bash git clone git@github.com:InferenceQL/gen.clj.git cd gen.clj ``` Run this command in the cloned repository: ```sh bb clerk-watch ``` This will open a browser window to `http://localhost:7777` with the contents of the ["Introduction to Modeling in Gen.clj"](https://github.com/InferenceQL/gen.clj/blob/main/examples/intro_to_modeling.clj) notebook loaded. Any edits you make to `examples/intro_to_modeling.clj` on your filesystem will update this page, and editing any other file in `examples`, like `examples/introduction.clj`, will load that file's namespace into the browser. For more information on Clerk see the [Book of Clerk](https://book.clerk.vision/) and the [Clerk repository](https://github.com/nextjournal/clerk). ## Contributors ### The Gen team Gen.jl was created by [Marco Cusumano-Towner](https://www.mct.dev/) the [MIT Probabilistic Computing Project](http://probcomp.csail.mit.edu/), which is led by [Vikash Mansinghka](http://probcomp.csail.mit.edu/principal-investigator/). Gen.jl has grown and is maintained through the help of a core research and engineering team that includes [Alex Lew](http://alexlew.net/), [Tan Zhi-Xuan](https://github.com/ztangent/), [George Matheos](https://www.linkedin.com/in/george-matheos-429982160/), [McCoy Becker](https://femtomc.github.io/), [Feras Saad](http://fsaad.mit.edu/) and [Sam Ritchie](https://samritchie.io), as well as a number of open-source contributors. Gen.jl was adapted to Clojure by [Zane Shelby](https://zane.io) with help from Ulrich Schaechtle. The Gen architecture is described in [Marco's PhD thesis](https://www.mct.dev/assets/mct-thesis.pdf). ### Citation If you use Gen in your research, please cite our PLDI paper: > Gen: A General-Purpose Probabilistic Programming System with Programmable > Inference. Cusumano-Towner, M. F.; Saad, F. A.; Lew, A.; and Mansinghka, V. K. > In Proceedings of the 40th ACM SIGPLAN Conference on Programming Language > Design and Implementation (PLDI ‘19). > ([pdf](https://dl.acm.org/doi/10.1145/3314221.3314642)) > ([bibtex](https://www.gen.dev/assets/gen-pldi.txt)) ## License Distributed under the [Apache 2.0](LICENSE) license. See [LICENSE](LICENSE). [build-status-url]: https://github.com/InferenceQL/gen.clj/actions/workflows/tests.yaml?query=branch%3Amain [build-status]: https://github.com/InferenceQL/gen.clj/workflows/tests/badge.svg?branch=main [clerk-url]: https://github.com/nextjournal/clerk [codecov-url]: https://codecov.io/github/inferenceql/gen.clj [codecov]: https://img.shields.io/codecov/c/github/inferenceql/gen.clj/main.svg?maxAge=3600 [experimental-badge]: https://img.shields.io/badge/stability-experimental-orange.svg [gen-clj-url]: https://github.clerk.garden/inferenceql/gen.clj [license-url]: LICENSE [license]: https://img.shields.io/badge/License-Apache_2.0-brightgreen.svg [linter-url]: https://github.com/InferenceQL/gen.clj/actions/workflows/linter.yaml?query=branch%3Amain [linter]: https://github.com/InferenceQL/gen.clj/workflows/linter/badge.svg?branch=main

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