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[ascl:1611.001] UltraNest: Pythonic Nested Sampling Development Framework and UltraNest

This three-component package provides a Pythonic implementation of the Nested Sampling integration algorithm for Bayesian model comparison and parameter estimation. It offers multiple implementations for constrained drawing functions and a test suite to evaluate the correctness, accuracy and efficiency of various implementations. The three components are:

  • a modular framework for nested sampling algorithms (nested_sampling) and their development;
  • a test framework to evaluate the performance and accuracy of algorithms (testsuite); and
  • UltraNest, a fast C implementation of a mixed RadFriends/MCMC nested sampling algorithm.

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