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Title | The Design and Implementation of Probabilistic Programming |
Description | The Design and Implementation of Probabilistic Programming Languages The Design and Implementation of Probabilistic Programming Languages Noah D. Goodman |
Keywords | N/A |
WebSite | dippl.org |
Host IP | 192.30.252.154 |
Location | United States |
Site | Rank |
US$1,949,823
Last updated: 2023-05-14 15:32:59
dippl.org has Semrush global rank of 5,428,343. dippl.org has an estimated worth of US$ 1,949,823, based on its estimated Ads revenue. dippl.org receives approximately 224,980 unique visitors each day. Its web server is located in United States, with IP address 192.30.252.154. According to SiteAdvisor, dippl.org is safe to visit. |
Purchase/Sale Value | US$1,949,823 |
Daily Ads Revenue | US$1,800 |
Monthly Ads Revenue | US$53,996 |
Yearly Ads Revenue | US$647,941 |
Daily Unique Visitors | 14,999 |
Note: All traffic and earnings values are estimates. |
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dippl.org. | A | 1800 | IP: 192.30.252.154 |
dippl.org. | A | 1800 | IP: 192.30.252.153 |
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dippl.org. | MX | 3600 | MX Record: 0 smtp.secureserver.net. |
dippl.org. | MX | 3600 | MX Record: 10 mailstore1.secureserver.net. |
The Design and Implementation of Probabilistic Programming Languages The Design and Implementation of Probabilistic Programming Languages Noah D. Goodman and Andreas Stuhlmüller About: Probabilistic programming languages (PPLs) unify techniques for the formal description of computation and for the representation and use of uncertain knowledge. PPLs have seen recent interest from the artificial intelligence, programming languages, cognitive science, and natural languages communities. This book explains how to implement PPLs by lightweight embedding into a host language. We illustrate this by designing and implementing WebPPL , a small PPL embedded in Javascript. We show how to implement several algorithms for universal probabilistic inference, including priority-based enumeration with caching, particle filtering, and Markov chain Monte Carlo. We use program transformations to expose the information required by these algorithms, including continuations and stack addresses. We illustrate |
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