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Hittade 1 uppsats innehållade ordet NumPyro.

  1. 1. Evaluation of Probabilistic Programming Frameworks

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Carl Munkby; [2022]
    Nyckelord :Computational statistics; Bayesian statistics; Probabilistic programming; Probabilistic modelling; Stan; TensorFlow Probability; Pyro; NumPyro; Markov Chain Monte Carlo; Hamiltonian Monte Carlo; NUTS;

    Sammanfattning : In recent years significant progress has been made in the area of Probabilistic Programming, contributing to a considerably easier workflow for quantitative research in many fields. However, as new Probabilistic Programming Frameworks (PPFs) are continuously being created and developed, there is a need for finding ways of evaluating and benchmarking these frameworks. LÄS MER