
CADNA
 Referenced in 36 articles
[sw00098]
 using a probabilistic approach. With CADNA the numerical quality of any simulation program...

Hakaru
 Referenced in 4 articles
[sw14669]
 Probabilistic inference by program transformation in Hakaru (system ... description). We present Hakaru, a new probabilistic programming system that allows composable reuse of distributions...

PFLP
 Referenced in 2 articles
[sw28855]
 Implementing a Library for Probabilistic Programming using Nonstrict Nondeterminism. This paper presents PFLP ... library for probabilistic programming in the functional logic programming language Curry. It demonstrates ... implementation of a library for probabilistic programming. In fact, the paradigms of functional logic ... probabilistic programming are closely connected. That is, language characteristics from one area exist...

KReator
 Referenced in 3 articles
[sw06946]
 versatile integrated development environment for probabilistic inductive logic programming currently under development. The area ... probabilistic inductive logic programming (or statistical relational learning) aims at applying probabilistic methods of inference ... frameworks within the area of probabilistic inductive logic programming and statistical relational learning. Currently, KReator ... provide some background on probabilistic inductive logic programming and statistical relational learning and illustrate...

FRIL
 Referenced in 44 articles
[sw18490]
 probability and fuzzy sets. Extends the logic programming form of knowledge representation and method ... permit the inclusion of uncertainties such as probabilistic knowledge and fuzzy incompleteness. Describes the application...

pGCL
 Referenced in 12 articles
[sw13078]
 that incorporates both probabilistic and nondeterministic choice, in a unified manner. Program verification...

TerpreT
 Referenced in 2 articles
[sw29483]
 TerpreT: A Probabilistic Programming Language for Program Induction. We study machine learning formulations of inductive ... problems. TerpreT is similar to a probabilistic programming language: a model is composed...

Biips
 Referenced in 3 articles
[sw19385]
 define their statistical model in the probabilistic programming BUGS language, as well...

cplint
 Referenced in 4 articles
[sw22924]
 programs for reasoning and learning with Probabilistic Logic Programming languages that follow the distribution semantics...

HyPER
 Referenced in 2 articles
[sw23917]
 system using a powerful and intuitive probabilistic programming language called probabilistic soft logic, which enables...

Swift
 Referenced in 1 article
[sw23920]
 Swift: Compiled Inference for Probabilistic Programming Languages. A probabilistic program defines a probability measure over ... semantic structures. One common goal of probabilistic programming languages (PPLs) is to compute posterior probabilities...

Anglican
 Referenced in 2 articles
[sw31144]
 Anglican is a probabilistic programming language integrated with Clojure and ClojureScript. While Anglican incorporates ... practical everyday machine learning tool that makes probabilistic reasoning effective for you. Do you interact ... execute informed decisions in your Clojure programs...

ZhuSuan
 Referenced in 2 articles
[sw27939]
 ZhuSuan is a python probabilistic programming library for Bayesian deep learning, which conjoins the complimentary ... learning style primitives and algorithms for building probabilistic models and applying Bayesian inference. The supported...

OpenDR
 Referenced in 2 articles
[sw26706]
 method that can be incorporated into probabilistic programming frameworks. We demonstrate the power and simplicity...

Flavia
 Referenced in 12 articles
[sw22234]
 Classification using PNN (Probabilistic Neural Network). The purpose of this MATLAB program is to teach ... them. We utilize the PNN (Probabilistic Neural Network) to implement this AI process. 12 characters...

Density Compiler
 Referenced in 5 articles
[sw28659]
 probability spaces described by programs in a probabilistic functional language. In this work, we implement...

FODDPlanner
 Referenced in 14 articles
[sw07747]
 Probabilistic relational planning with first order decision diagrams Dynamic programming algorithms have been successfully applied...

Picture
 Referenced in 1 article
[sw26705]
 Picture: A probabilistic programming language for scene perception. Recent progress on probabilistic modeling and statistical ... methods. Here we present Picture, a probabilistic programming language for scene understanding that allows researchers...

ForneyLab
 Referenced in 1 article
[sw27938]
 community. As a result, interest in probabilistic programming frameworks has much increased over the past ... years. This paper explores a specific probabilistic programming paradigm, namely message passing in Forneystyle...

ProBO
 Referenced in 1 article
[sw35443]
 ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language. Optimizing an expensivetoquery function ... strategy is Bayesian optimization (BO), which leverages probabilistic models for this task. Most BO today ... number of queries in BO. Probabilistic programming languages (PPLs) are modern tools that allow...