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carl: a likelihood-free inference toolbox

Louppe, Gilles; Cranmer, Kyle; Pavez, Juan


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<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Louppe, Gilles</dc:creator>
  <dc:creator>Cranmer, Kyle</dc:creator>
  <dc:creator>Pavez, Juan</dc:creator>
  <dc:date>2016-03-18</dc:date>
  <dc:description>Likelihood-free inference toolbox. Supported features include:


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


 </dc:description>
  <dc:description>Early release of the code for reproducibility of examples in paper.</dc:description>
  <dc:identifier>https://zenodo.org/record/47798</dc:identifier>
  <dc:identifier>10.5281/zenodo.47798</dc:identifier>
  <dc:identifier>oai:zenodo.org:47798</dc:identifier>
  <dc:relation>url:https://github.com/diana-hep/carl/tree/v0.1</dc:relation>
  <dc:relation>url:http://arxiv.org/abs/1506.02169</dc:relation>
  <dc:relation>doi:10.5281/zenodo.591483</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
  <dc:subject>likelihood free, surrogate model, inference, software, python, machine learning</dc:subject>
  <dc:title>carl: a likelihood-free inference toolbox</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>
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