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https://github.com/adiehl96/bayes

A program with multiple inference paradigms.

https://github.com/adiehl96/bayes

Science Score: 10.0%

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    Low similarity (4.4%) to scientific vocabulary
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Repository

A program with multiple inference paradigms.

Basic Info
  • Host: GitHub
  • Owner: adiehl96
  • License: gpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 28.3 KB
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  • Watchers: 1
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Created over 5 years ago · Last pushed about 5 years ago

https://github.com/adiehl96/Bayes/blob/main/ 

[![DOI](https://zenodo.org/badge/308859242.svg)](https://zenodo.org/badge/latestdoi/308859242)
# Bayesian Inference Program
A program with multiple inference paradigms for bayesian networks.

## Supported Inference paradigms
* [Variable Elimination](https://en.wikipedia.org/wiki/Variable_elimination)
## Work in Progress Paradigms
* [Bayesian Inference by Symbolic Model Checking](https://arxiv.org/abs/2007.15071)

## Network File Format
Currently a non standard file format is used, using the bif file handle, which is already in use by the [bayes interchange format](https://www.cs.huji.ac.il/labs/compbio/Repository/formats.html). In future versions we will try to move to the [dot format](https://www.graphviz.org/doc/info/lang.html), which is supported by graphviz.

Owner

  • Name: Arne Diehl
  • Login: adiehl96
  • Kind: user
  • Location: Nijmegen

Master student AI @ Radboud University, machine learning enthusiast, will hopefully automate my own job away

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