• 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 Non-strict Non-determinism. 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...
  • FODD-Planner

  • 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 Forney-style...
  • ProBO

  • Referenced in 1 article [sw35443]
  • ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language. Optimizing an expensive-to-query 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...