ParaMonte

ParaMonte: Plain Powerful Parallel Monte Carlo Library. ParaMonte is a serial/parallel library of Monte Carlo routines for sampling mathematical objective functions of arbitrary-dimensions, in particular, the posterior distributions of Bayesian models in data science, Machine Learning, and scientific inference, with the design goal of unifying the automation (of Monte Carlo simulations), user-friendliness (of the library), accessibility (from multiple programming environments), high-performance (at runtime), and scalability (across many parallel processors).

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References in zbMATH (referenced in 1 article , 1 standard article )

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  1. Amir Shahmoradi, Fatemeh Bagheri: ParaMonte: A high-performance serial/parallel Monte Carlo simulation library for C, C++, Fortran (2020) arXiv