metaprob:一种用于概率编程和元编程的嵌入式语言-源码

上传者: 38528459 | 上传时间: 2021-01-28 11:24:42 | 文件大小: 1011KB | 文件类型: ZIP
元概率 嵌入的一种用于概率编程和元编程的语言。 注意:Metaprob当前是不稳定的研究原型,几乎没有文档,而且测试覆盖率很低。 同样,将来的版本可能与此版本不向后兼容。 我们不建议将其用于基础研究以外的任何目的,并且尚不能为MIT概率计算项目之外的用户提供支持。 主要特征 可以通过生成代码表示模型,即可以随机选择的普通代码 模型也可以通过近似表示,例如具有非平凡权重的重要性采样器 定制推理算法可以通过反射性语言结构以用户空间代码编写,用于: 跟踪程序执行 使用部分跟踪来指定干预和约束 通用推理算法是通过标准库中的用户空间代码提供的; 添加新算法不需要修改语言实现 所有推理算法都是普通的生成代码,可以作为模型进行跟踪和处理 新的概率分布和推理算法是一流的公民,可以在程序执行期间动态创建 动机 概率编程和推理元编程的轻量级嵌入 基于浏览器的交互式数据分析工具(通过 ) 适用于企业部署的智能数据管道(通过JVM上的Clojure) “小核心”语言可能适合正式规范和验证 教学 有兴趣实施自己的最低PPL的本科生和研究生 对概率建模和推理感兴趣的软件工程师和数据工程师 人工智能与认知

文件下载

资源详情

[{"title":"( 51 个子文件 1011KB ) metaprob:一种用于概率编程和元编程的嵌入式语言-源码","children":[{"title":"metaprob-master","children":[{"title":".travis.yml <span style='color:#111;'> 1.28KB </span>","children":null,"spread":false},{"title":"tutorial","children":[{"title":"resources","children":[{"title":"plotly-latest.min.js <span style='color:#111;'> 2.68MB </span>","children":null,"spread":false},{"title":"plot-trace.js <span style='color:#111;'> 463.38KB </span>","children":null,"spread":false}],"spread":true},{"title":"src","children":[{"title":"metaprob","children":[{"title":"tutorial","children":[{"title":"jupyter.clj <span style='color:#111;'> 9.14KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true},{"title":"README.md <span style='color:#111;'> 34B </span>","children":null,"spread":false}],"spread":true},{"title":"bin","children":[{"title":"gnuplot-hist.gp <span style='color:#111;'> 691B </span>","children":null,"spread":false},{"title":"convert <span style='color:#111;'> 451B </span>","children":null,"spread":false},{"title":"parse-all <span style='color:#111;'> 624B </span>","children":null,"spread":false},{"title":"convert-all <span style='color:#111;'> 760B </span>","children":null,"spread":false},{"title":"gnuplot-hist <span style='color:#111;'> 279B </span>","children":null,"spread":false}],"spread":true},{"title":"project.clj <span style='color:#111;'> 609B </span>","children":null,"spread":false},{"title":"test","children":[{"title":"metaprob","children":[{"title":"distributions_test.cljc <span style='color:#111;'> 5.13KB </span>","children":null,"spread":false},{"title":"compositional_test.cljc <span style='color:#111;'> 9.01KB </span>","children":null,"spread":false},{"title":"test_runner.cljs <span style='color:#111;'> 737B </span>","children":null,"spread":false},{"title":"inference_test.cljc <span style='color:#111;'> 3.81KB </span>","children":null,"spread":false},{"title":"trace_test.cljc <span style='color:#111;'> 3.72KB </span>","children":null,"spread":false},{"title":"syntax_test.cljc <span style='color:#111;'> 486B </span>","children":null,"spread":false},{"title":"examples","children":[{"title":"flip_n_coins_test.clj <span style='color:#111;'> 2.82KB </span>","children":null,"spread":false},{"title":"inference_on_gaussian_test.clj <span style='color:#111;'> 1.08KB </span>","children":null,"spread":false},{"title":"main_test.clj <span style='color:#111;'> 141B </span>","children":null,"spread":false},{"title":"all_test.clj <span style='color:#111;'> 189B </span>","children":null,"spread":false}],"spread":true},{"title":"prelude_test.cljc <span style='color:#111;'> 2.00KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"INSTALL.md <span style='color:#111;'> 4.17KB </span>","children":null,"spread":false},{"title":"Dockerfile <span style='color:#111;'> 3.10KB </span>","children":null,"spread":false},{"title":"docker-compose.yaml <span style='color:#111;'> 237B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 34.32KB </span>","children":null,"spread":false},{"title":"src","children":[{"title":"metaprob","children":[{"title":"expander.cljc <span style='color:#111;'> 6.02KB </span>","children":null,"spread":false},{"title":"prelude.cljc <span style='color:#111;'> 3.80KB </span>","children":null,"spread":false},{"title":"autotrace.cljc <span style='color:#111;'> 1.67KB </span>","children":null,"spread":false},{"title":"inference.cljc <span style='color:#111;'> 16.84KB </span>","children":null,"spread":false},{"title":"trace.cljc <span style='color:#111;'> 4.10KB </span>","children":null,"spread":false},{"title":"generative_functions.cljc <span style='color:#111;'> 4.71KB </span>","children":null,"spread":false},{"title":"examples","children":[{"title":"all.clj <span style='color:#111;'> 1.82KB </span>","children":null,"spread":false},{"title":"earthquake.clj <span style='color:#111;'> 6.51KB </span>","children":null,"spread":false},{"title":"aide.clj <span style='color:#111;'> 6.44KB </span>","children":null,"spread":false},{"title":"main.clj <span style='color:#111;'> 5.22KB </span>","children":null,"spread":false},{"title":"multimixture_dsl.clj <span style='color:#111;'> 3.26KB </span>","children":null,"spread":false},{"title":"spelling_correction.clj <span style='color:#111;'> 7.55KB </span>","children":null,"spread":false},{"title":"curve_fitting.clj <span style='color:#111;'> 3.99KB </span>","children":null,"spread":false},{"title":"flip_n_coins.clj <span style='color:#111;'> 1.20KB </span>","children":null,"spread":false},{"title":"inference_on_gaussian.clj <span style='color:#111;'> 2.35KB </span>","children":null,"spread":false},{"title":"long_test.clj <span style='color:#111;'> 3.83KB </span>","children":null,"spread":false}],"spread":false},{"title":"distributions.cljc <span style='color:#111;'> 3.83KB </span>","children":null,"spread":false},{"title":"code_handlers.cljc <span style='color:#111;'> 1.68KB </span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"deps.edn <span style='color:#111;'> 1.23KB </span>","children":null,"spread":false},{"title":"doc","children":[{"title":"interaction.md <span style='color:#111;'> 8.32KB </span>","children":null,"spread":false},{"title":"metaprob-in-clojure.txt <span style='color:#111;'> 20.53KB </span>","children":null,"spread":false},{"title":"language.md <span style='color:#111;'> 5.88KB </span>","children":null,"spread":false}],"spread":true},{"title":".gitignore <span style='color:#111;'> 358B </span>","children":null,"spread":false},{"title":"Makefile <span style='color:#111;'> 4.06KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.49KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明