flowMC: Normalizing flow enhanced sampling package forprobabilistic inference in JAX
Kaze W. K. Wong, Marylou Gabrié, Daniel Foreman-Mackey
Abstract
International audience
Topics & Concepts
Markov chain Monte CarloMetropolis–Hastings algorithmPython (programming language)Computer scienceBayesian inferenceLeverage (statistics)InferenceMarkov chainAlgorithmPosterior probabilitySampling (signal processing)Bayesian probabilityKernel (algebra)MathematicsMachine learningArtificial intelligenceDiscrete mathematicsOperating systemFilter (signal processing)Computer visionGaussian Processes and Bayesian InferenceMarkov Chains and Monte Carlo MethodsGenerative Adversarial Networks and Image Synthesis