概率编程 (Chinese Wikipedia)

∂P: A Differentiable Programming System to Bridge Machine Learning and Scientific Computing, 2019, arXiv:1907.07587 
Perov, Yura; Graham, Logan; Gourgoulias, Kostis; Richens, Jonathan G.; Lee, Ciarán M.; Baker, Adam; Johri, Saurabh, MultiVerse: Causal Reasoning using Importance Sampling in Probabilistic Programming, 2020-01-28, arXiv:1910.08091

bali-phy.org

BAli-Phy Home Page. bali-phy.org. [2021-01-16]. （原始内容存档于2021-03-22）.

bayesloop.com

bayesloop: Probabilistic programming framework that facilitates objective model selection for time-varying parameter models. [2021-01-16]. （原始内容存档于2020-12-01）.

birch-lang.org

Probabilistic Programming in Birch. birch-lang.org. [2018-04-20]. （原始内容存档于2021-01-29）.

bitbucket.org

Lea Home Page. bitbucket.org. [2021-01-16]. （原始内容存档于2021-01-21）.

cam.ac.uk

mrc-bsu.cam.ac.uk

The BUGS Project - MRC Biostatistics Unit. cam.ac.uk. [January 12, 2011]. （原始内容存档于March 14, 2014）.

code.google.com

Factorie - Probabilistic programming with imperatively-defined factor graphs - Google Project Hosting. google.com. [2021-01-16]. （原始内容存档于2012-04-14）.
PMTK3 - probabilistic modeling toolkit for Matlab/Octave, version 3 - Google Project Hosting. google.com. [2021-01-16]. （原始内容存档于2011-04-10）.

cogcomp.org

CogComp - Home. [2021-01-16]. （原始内容存档于2018-01-16）.

cra.com

Charles River Analytics - Probabilistic Modeling Services. cra.com. February 9, 2017.

diku.dk

topps.diku.dk

Troll dice roller and probability calculator. [2021-01-16]. （原始内容存档于2021-01-25）.

dippl.org

WebPPL Home Page. github.com/probmods/webppl. [2021-01-16]. （原始内容存档于2020-12-29）.

doi.org

NOVA: A Functional Language for Data Parallelism. acm.org. Array'14. June 9, 2014: 8–13. ISBN 9781450329378. S2CID 6748967. doi:10.1145/2627373.2627375.
Dey, Debabrata; Sarkar, Sumit. PSQL: A query language for probabilistic relational data. Data & Knowledge Engineering. 1998, 28: 107–120. doi:10.1016/S0169-023X(98)00015-9.
Let's Chance: Playful Probabilistic Programming for Children | Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. dl.acm.org. Chi Ea '20. April 25, 2020: 1–7 [2020-08-01]. ISBN 9781450368193. S2CID 216079395. doi:10.1145/3334480.3383071. （原始内容存档于2021-01-22）（英语）.
Gorinova, Maria I.; Sarkar, Advait; Blackwell, Alan F.; Syme, Don. A Live, Multiple-Representation Probabilistic Programming Environment for Novices. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems. CHI '16 (New York, NY, USA: ACM). 2016-01-01: 2533–2537. ISBN 9781450333627. doi:10.1145/2858036.2858221.

dyna.org

Dyna. www.dyna.org. [January 12, 2011]. （原始内容存档于January 17, 2016）.

edwardlib.org

Edward – Home. edwardlib.org. [2017-01-17]. （原始内容存档于2020-11-08）.

fastforwardlabs.com

blog.fastforwardlabs.com

The Algorithms Behind Probabilistic Programming. [2017-03-10]. （原始内容存档于2021-01-29）.

github.com

Dimple Home Page. analog.com. July 2, 2021 [2021-01-16]. （原始内容存档于2020-10-14）.
Chimple Home Page. analog.com. April 16, 2021 [2021-01-16]. （原始内容存档于2020-11-07）.
GitHub -- bayesloop. GitHub. December 7, 2021 [2021-01-16]. （原始内容存档于2020-09-28）.
The Anglican Probabilistic Programming System. ox.ac.uk. January 6, 2021 [2021-01-16]. （原始内容存档于2020-10-26）.
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. GitHub. December 26, 2021 [2021-01-16]. （原始内容存档于2020-09-21）.
diff-SAT (probabilistic SAT/ASP). GitHub. October 8, 2021 [2022-08-31]. （原始内容存档于2023-04-25）.
ProbCog. GitHub. [2021-01-16]. （原始内容存档于2020-11-29）.
Culpepper, Ryan. gamble: Probabilistic Programming. January 17, 2017 [2021-01-16]. （原始内容存档于2020-11-06） –通过GitHub.
PWhile Compiler. GitHub. May 25, 2020 [2021-01-16]. （原始内容存档于2020-10-17）.
stripe/rainier, Stripe, 2020-08-19 [2020-08-26], （原始内容存档于2021-02-19）
The Turing language for probabilistic programming. GitHub. December 28, 2021.
LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models. ox.ac.uk. November 2, 2019.
'Edward2' TensorFlow Probability module. GitHub. [2018-10-02]. （原始内容存档于2020-01-08）（英语）.
Rienstra, Tjitze, RankPL: A qualitative probabilistic programming language based on ranking theory, 2018-01-18 [2018-01-18], （原始内容存档于2020-11-09）

greta-dev.github.io

greta: simple and scalable statistical modelling in R. GitHub. [2018-10-02]. （原始内容存档于2018-10-03）.

hakaru-dev.github.io

Hakaru Home Page. hakaru-dev.github.io/. [2021-01-16]. （原始内容存档于2020-11-08）.

harvard.edu

eecs.harvard.edu

IBAL Home Page. （原始内容存档于December 26, 2010）.

kuleuven.be

dtai.cs.kuleuven.be

ProbLog: Probabilistic Programming. dtai.cs.kuleuven.be. [2021-01-16]. （原始内容存档于2020-11-08）.

kurzweilai.net

Short probabilistic programming machine-learning code replaces complex programs for computer-vision tasks. KurzweilAI. April 13, 2015 [27 Nov 2017]. （原始内容存档于2021-02-12）.

mc-stan.org

Stan. mc-stan.org. （原始内容存档于2012-09-03）.
Stan is a state-of-the-art platform for statistical modeling and high-performance statistical computation. [2021-01-16]. （原始内容存档于2021-04-02）.

medium.com

TensorFlow. Introducing TensorFlow Probability. TensorFlow. 2018-04-11 [2018-10-02]. （原始内容存档于2021-01-22）.

meijo-u.ac.jp

rjida.meijo-u.ac.jp

PRISM: PRogramming In Statistical Modeling. rjida.meijo-u.ac.jp. [July 8, 2015]. （原始内容存档于March 1, 2015）.

microsoft.com

research.microsoft.com

Infer.NET. microsoft.com. Microsoft. [2021-01-16]. （原始内容存档于2016-12-06）.

mit.edu

news.mit.edu

Hardesty, Larry. Graphics in reverse. April 13, 2015 [2021-01-16]. （原始内容存档于2021-01-22）.

probcomp.csail.mit.edu

Venture -- a general-purpose probabilistic programming platform. mit.edu. [September 20, 2014]. （原始内容存档于January 25, 2016）.

people.csail.mit.edu

Bayesian Logic (BLOG). mit.edu. （原始内容存档于June 16, 2011）.

projects.csail.mit.edu

Church. mit.edu. [April 8, 2013]. （原始内容存档于January 14, 2016）.

ox.ac.uk

robots.ox.ac.uk

Probabilistic C. ox.ac.uk. [March 24, 2015]. （原始内容存档于January 4, 2016）.

phys.org

Probabilistic programming does in 50 lines of code what used to take thousands. phys.org. April 13, 2015 [2015-04-13]. （原始内容存档于2021-01-28）.

pomegranate.readthedocs.io

Home — pomegranate 0.10.0 documentation. pomegranate.readthedocs.io. [2018-10-02]. （原始内容存档于2021-01-22）（英语）.

probabilistic-programming.org

Probabilistic Programming. probabilistic-programming.org. [December 24, 2013]. （原始内容存档于January 10, 2016）.

probayes.com

ProbaYes. ProbaYes - Ensemble, nous valorisations vos données. probayes.com. [November 26, 2013]. （原始内容存档于March 5, 2016）.

probcomp.github.io

Gen: A General Purpose Probabilistic Programming Language with Programmable Inference. [2019-06-17]. （原始内容存档于2020-11-12）.

psisolver.org

PSI Solver - Exact inference for probabilistic programs. psisolver.org. [2019-08-18]. （原始内容存档于2021-01-23）.

pymc.io

docs.pymc.io

PyMC devs. PyMC. pymc-devs.github.io. [2022-08-31]. （原始内容存档于2022-05-16）.

pyro.ai

Pyro. pyro.ai. [2018-02-09]. （原始内容存档于2021-01-19）（英语）.

num.pyro.ai

NumPyro. pyro.ai. [2021-07-23]. （原始内容存档于2022-10-31）（英语）.

samplerainier.com

Rainier · Bayesian inference for Scala. samplerainier.com. [2020-08-26]. ^{[失效連結]}

semanticscholar.org

api.semanticscholar.org

NOVA: A Functional Language for Data Parallelism. acm.org. Array'14. June 9, 2014: 8–13. ISBN 9781450329378. S2CID 6748967. doi:10.1145/2627373.2627375.
Let's Chance: Playful Probabilistic Programming for Children | Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. dl.acm.org. Chi Ea '20. April 25, 2020: 1–7 [2020-08-01]. ISBN 9781450368193. S2CID 216079395. doi:10.1145/3334480.3383071. （原始内容存档于2021-01-22）（英语）.

sigplan.org

popl19.sigplan.org

Probabilistic Programming with CuPPL. popl19.sigplan.org. [2021-01-16]. （原始内容存档于2019-01-21）.

stanford.edu

i.stanford.edu

Tuffy: A Scalable Markov Logic Inference Engine. stanford.edu. [2021-01-16]. （原始内容存档于2020-07-22）.

theregister.co.uk

MIT shows off machine-learning script to make CREEPY HEADS. [2021-01-16]. （原始内容存档于2019-09-20）.

ubc.ca

stat.ubc.ca

Blang Homepage. [2022-08-31]. （原始内容存档于2021-05-10）.

venturebeat.com

MIT's Gen programming system flattens the learning curve for AI projects. VentureBeat. 2019-06-27 [2019-06-27]. （原始内容存档于2021-01-24）（美国英语）.

washington.edu

alchemy.cs.washington.edu

Alchemy - Open Source AI. washington.edu. [2021-01-16]. （原始内容存档于2008-06-16）.

web.archive.org

Probabilistic programming does in 50 lines of code what used to take thousands. phys.org. April 13, 2015 [2015-04-13]. （原始内容存档于2021-01-28）.
Probabilistic Programming. probabilistic-programming.org. [December 24, 2013]. （原始内容存档于January 10, 2016）.
Short probabilistic programming machine-learning code replaces complex programs for computer-vision tasks. KurzweilAI. April 13, 2015 [27 Nov 2017]. （原始内容存档于2021-02-12）.
Hardesty, Larry. Graphics in reverse. April 13, 2015 [2021-01-16]. （原始内容存档于2021-01-22）.
MIT shows off machine-learning script to make CREEPY HEADS. [2021-01-16]. （原始内容存档于2019-09-20）.
MIT's Gen programming system flattens the learning curve for AI projects. VentureBeat. 2019-06-27 [2019-06-27]. （原始内容存档于2021-01-24）（美国英语）.
Predicting Drug-Induced Liver Injury with Bayesian Machine Learning, 2019 [2021-01-16], （原始内容存档于2020-08-06）
Dimple Home Page. analog.com. July 2, 2021 [2021-01-16]. （原始内容存档于2020-10-14）.
Chimple Home Page. analog.com. April 16, 2021 [2021-01-16]. （原始内容存档于2020-11-07）.
Infer.NET. microsoft.com. Microsoft. [2021-01-16]. （原始内容存档于2016-12-06）.
PRISM: PRogramming In Statistical Modeling. rjida.meijo-u.ac.jp. [July 8, 2015]. （原始内容存档于March 1, 2015）.
The BUGS Project - MRC Biostatistics Unit. cam.ac.uk. [January 12, 2011]. （原始内容存档于March 14, 2014）.
Stan. mc-stan.org. （原始内容存档于2012-09-03）.
The Algorithms Behind Probabilistic Programming. [2017-03-10]. （原始内容存档于2021-01-29）.
Analytica-- A Probabilistic Modeling Language. lumina.com. [2021-01-16]. （原始内容存档于2021-01-28）.
bayesloop: Probabilistic programming framework that facilitates objective model selection for time-varying parameter models. [2021-01-16]. （原始内容存档于2020-12-01）.
GitHub -- bayesloop. GitHub. December 7, 2021 [2021-01-16]. （原始内容存档于2020-09-28）.
Probabilistic Programming with CuPPL. popl19.sigplan.org. [2021-01-16]. （原始内容存档于2019-01-21）.
Venture -- a general-purpose probabilistic programming platform. mit.edu. [September 20, 2014]. （原始内容存档于January 25, 2016）.
Probabilistic C. ox.ac.uk. [March 24, 2015]. （原始内容存档于January 4, 2016）.
The Anglican Probabilistic Programming System. ox.ac.uk. January 6, 2021 [2021-01-16]. （原始内容存档于2020-10-26）.
IBAL Home Page. （原始内容存档于December 26, 2010）.
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. GitHub. December 26, 2021 [2021-01-16]. （原始内容存档于2020-09-21）.
Bayesian Logic (BLOG). mit.edu. （原始内容存档于June 16, 2011）.
diff-SAT (probabilistic SAT/ASP). GitHub. October 8, 2021 [2022-08-31]. （原始内容存档于2023-04-25）.
Factorie - Probabilistic programming with imperatively-defined factor graphs - Google Project Hosting. google.com. [2021-01-16]. （原始内容存档于2012-04-14）.
PMTK3 - probabilistic modeling toolkit for Matlab/Octave, version 3 - Google Project Hosting. google.com. [2021-01-16]. （原始内容存档于2011-04-10）.
Alchemy - Open Source AI. washington.edu. [2021-01-16]. （原始内容存档于2008-06-16）.
Dyna. www.dyna.org. [January 12, 2011]. （原始内容存档于January 17, 2016）.
Church. mit.edu. [April 8, 2013]. （原始内容存档于January 14, 2016）.
ProbLog: Probabilistic Programming. dtai.cs.kuleuven.be. [2021-01-16]. （原始内容存档于2020-11-08）.
ProbaYes. ProbaYes - Ensemble, nous valorisations vos données. probayes.com. [November 26, 2013]. （原始内容存档于March 5, 2016）.
Hakaru Home Page. hakaru-dev.github.io/. [2021-01-16]. （原始内容存档于2020-11-08）.
BAli-Phy Home Page. bali-phy.org. [2021-01-16]. （原始内容存档于2021-03-22）.
ProbCog. GitHub. [2021-01-16]. （原始内容存档于2020-11-29）.
Culpepper, Ryan. gamble: Probabilistic Programming. January 17, 2017 [2021-01-16]. （原始内容存档于2020-11-06） –通过GitHub.
PWhile Compiler. GitHub. May 25, 2020 [2021-01-16]. （原始内容存档于2020-10-17）.
Tuffy: A Scalable Markov Logic Inference Engine. stanford.edu. [2021-01-16]. （原始内容存档于2020-07-22）.
PyMC devs. PyMC. pymc-devs.github.io. [2022-08-31]. （原始内容存档于2022-05-16）.
stripe/rainier, Stripe, 2020-08-19 [2020-08-26], （原始内容存档于2021-02-19）
greta: simple and scalable statistical modelling in R. GitHub. [2018-10-02]. （原始内容存档于2018-10-03）.
Home — pomegranate 0.10.0 documentation. pomegranate.readthedocs.io. [2018-10-02]. （原始内容存档于2021-01-22）（英语）.
Lea Home Page. bitbucket.org. [2021-01-16]. （原始内容存档于2021-01-21）.
WebPPL Home Page. github.com/probmods/webppl. [2021-01-16]. （原始内容存档于2020-12-29）.
Let's Chance: Playful Probabilistic Programming for Children | Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. dl.acm.org. Chi Ea '20. April 25, 2020: 1–7 [2020-08-01]. ISBN 9781450368193. S2CID 216079395. doi:10.1145/3334480.3383071. （原始内容存档于2021-01-22）（英语）.
Gen: A General Purpose Probabilistic Programming Language with Programmable Inference. [2019-06-17]. （原始内容存档于2020-11-12）.
Troll dice roller and probability calculator. [2021-01-16]. （原始内容存档于2021-01-25）.
Edward – Home. edwardlib.org. [2017-01-17]. （原始内容存档于2020-11-08）.
TensorFlow. Introducing TensorFlow Probability. TensorFlow. 2018-04-11 [2018-10-02]. （原始内容存档于2021-01-22）.
'Edward2' TensorFlow Probability module. GitHub. [2018-10-02]. （原始内容存档于2020-01-08）（英语）.
Pyro. pyro.ai. [2018-02-09]. （原始内容存档于2021-01-19）（英语）.
NumPyro. pyro.ai. [2021-07-23]. （原始内容存档于2022-10-31）（英语）.
CogComp - Home. [2021-01-16]. （原始内容存档于2018-01-16）.
Stan is a state-of-the-art platform for statistical modeling and high-performance statistical computation. [2021-01-16]. （原始内容存档于2021-04-02）.
Rienstra, Tjitze, RankPL: A qualitative probabilistic programming language based on ranking theory, 2018-01-18 [2018-01-18], （原始内容存档于2020-11-09）
Probabilistic Programming in Birch. birch-lang.org. [2018-04-20]. （原始内容存档于2021-01-29）.
PSI Solver - Exact inference for probabilistic programs. psisolver.org. [2019-08-18]. （原始内容存档于2021-01-23）.
Blang Homepage. [2022-08-31]. （原始内容存档于2021-05-10）.