Gen
所属分类：人工智能/神经网络/深度学习
开发工具：Julia
文件大小：486KB
下载次数：0
上传日期：2023-03-15 20:23:46
上 传 者：
sh-1993
说明： Gen.jl，一个具有可编程推理的通用概率编程系统
(Gen.jl,A general-purpose probabilistic programming system with programmable inference)
文件列表:
CONTRIBUTING.md (1822, 2023-03-16)
LICENSE (11357, 2023-03-16)
Project.toml (1158, 2023-03-16)
WEBSITE.md (1333, 2023-03-16)
docs (0, 2023-03-16)
docs\Project.toml (134, 2023-03-16)
docs\build_docs_locally.sh (237, 2023-03-16)
docs\make.jl (1576, 2023-03-16)
docs\src (0, 2023-03-16)
docs\src\getting_started.md (2811, 2023-03-16)
docs\src\images (0, 2023-03-16)
docs\src\images\map_combinator.png (42677, 2023-03-16)
docs\src\images\recurse_combinator.png (58320, 2023-03-16)
docs\src\images\static_graph.png (38201, 2023-03-16)
docs\src\images\switch_combinator.png (36395, 2023-03-16)
docs\src\images\unfold_combinator.png (67806, 2023-03-16)
docs\src\index.md (492, 2023-03-16)
docs\src\ref (0, 2023-03-16)
docs\src\ref\choice_maps.md (1590, 2023-03-16)
docs\src\ref\combinators.md (4158, 2023-03-16)
docs\src\ref\distributions.md (7677, 2023-03-16)
docs\src\ref\extending.md (7105, 2023-03-16)
docs\src\ref\gfi.md (16033, 2023-03-16)
docs\src\ref\images (0, 2023-03-16)
docs\src\ref\images\rjmcmc.png (26056, 2023-03-16)
docs\src\ref\importance.md (77, 2023-03-16)
docs\src\ref\internals (0, 2023-03-16)
docs\src\ref\internals\language_implementation.md (2779, 2023-03-16)
docs\src\ref\internals\parameter_optimization.md (298, 2023-03-16)
docs\src\ref\learning.md (14716, 2023-03-16)
docs\src\ref\map.md (45, 2023-03-16)
... ...
# Gen.jl
[](https://github.com/probcomp/Gen/actions)
[](https://probcomp.github.io/Gen.jl/docs/stable)
[](https://probcomp.github.io/Gen.jl/docs/dev)
Gen: A General-Purpose Probabilistic Programming System with Programmable Inference
*Warning: This is rapidly evolving research software.*
See [https://gen.dev](https://gen.dev/) for introduction, documentation, and tutorials.
Gen was created at the [MIT Probabilistic Computing Project](http://probcomp.csail.mit.edu/). To get in contact, please email gen-contact@mit.edu.
If you use Gen in your research, please cite our 2019 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/10.1145/3314221.3314***2)) ([bibtex](https://www.gen.dev/assets/gen-pldi.txt))
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