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Published March 18, 2016 | Version v0.1
Software Open

carl: a likelihood-free inference toolbox

Creators

  • 1. NYU + CERN
  • 2. New York University
  • 3. Federico Santa Maria University

Description

Likelihood-free inference toolbox. Supported features include:

  • Composition and fitting of distributions;
  • Likelihood-free inference from classifiers;
  • Parameterized supervised learning;
  • Calibration tools. 

 

Notes

Early release of the code for reproducibility of examples in paper.

Files

carl-v0.1.zip

Files (964.5 kB)

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Additional details

Related works

Is supplement to
https://github.com/diana-hep/carl/tree/v0.1 (URL)
http://arxiv.org/abs/1506.02169 (URL)