improb is a Python module for working with imprecise probabilities.

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  • License: GNU General Public License (GPL) (GPL)
  • Author: Matthias Troffaes
  • Tags statistics, lower prevision, imprecise probability, credal set
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The library supports arbitrary finitely generated conditional lower previsions, belief functions, linear-vacuous mixtures, probability measures, n-monotone lower probabilities, Mobius transforms, and Choquet integration.

Various decision criteria, such as Gamma-maximin, Gamma-maximax, interval dominance, and maximality, are implemented. For sequential decision problems, the library has a convenient interface for constructing decision trees of any size, and has algorithms for solving them by normal form, or by normal form backward induction.

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