6
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: not found
      • Article: not found

      Bilby: A User-friendly Bayesian Inference Library for Gravitational-wave Astronomy

      Read this article at

      ScienceOpenPublisher
      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Related collections

          Most cited references29

          • Record: found
          • Abstract: found
          • Article: found
          Is Open Access

          Probabilistic programming in Python using PyMC3

          Probabilistic programming allows for automatic Bayesian inference on user-defined probabilistic models. Recent advances in Markov chain Monte Carlo (MCMC) sampling allow inference on increasingly complex models. This class of MCMC, known as Hamiltonian Monte Carlo, requires gradient information which is often not readily available. PyMC3 is a new open source probabilistic programming framework written in Python that uses Theano to compute gradients via automatic differentiation as well as compile probabilistic programs on-the-fly to C for increased speed. Contrary to other probabilistic programming languages, PyMC3 allows model specification directly in Python code. The lack of a domain specific language allows for great flexibility and direct interaction with the model. This paper is a tutorial-style introduction to this software package.
            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            Matter effects on binary neutron star waveforms

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Spectral properties of the post-merger gravitational-wave signal from binary neutron stars

                Bookmark

                Author and article information

                Journal
                The Astrophysical Journal Supplement Series
                ApJS
                American Astronomical Society
                1538-4365
                April 01 2019
                April 01 2019
                : 241
                : 2
                : 27
                Article
                10.3847/1538-4365/ab06fc
                0ef6c4ca-0fd8-4e17-811c-17d5251a7f13
                © 2019

                http://iopscience.iop.org/info/page/text-and-data-mining

                http://iopscience.iop.org/page/copyright

                History

                Comments

                Comment on this article