论文标题
Paramonte：C，C ++，Fortran的高性能串行/平行蒙特卡洛模拟库
ParaMonte: A high-performance serial/parallel Monte Carlo simulation library for C, C++, Fortran
论文作者
论文摘要
Paramonte（代表平行的蒙特卡洛）是一个串行和MPI/CoArray平行的Monte Carlo常规库，用于对任意维度的数学目标函数进行采样，尤其是数据科学，机器学习和科学推论中贝叶斯模型的后验分布。 Paramonte库的设计目标是统一**自动化**，**可访问性**，**高性能**，**可伸缩性**，以及**蒙特卡洛模拟的可重复性**。 The current implementation of the library includes **ParaDRAM**, a **Para**llel **D**elyaed-**R**ejection **A**daptive **M**etropolis Markov Chain Monte Carlo sampler, accessible from a wide range of programming languages including C, C++, Fortran, with a unified Application Programming Interface and simulation environment across all supported programming languages. Paramonte库是MIT许可的，并在[https://github.com/cdslaborg/paramonte]（https://github.com/cdslaborg/paramonte上永久保存和维护。
ParaMonte (standing for Parallel Monte Carlo) is a serial and MPI/Coarray-parallelized 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. The ParaMonte library has been developed with the design goal of unifying the **automation**, **accessibility**, **high-performance**, **scalability**, and **reproducibility** of Monte Carlo simulations. The current implementation of the library includes **ParaDRAM**, a **Para**llel **D**elyaed-**R**ejection **A**daptive **M**etropolis Markov Chain Monte Carlo sampler, accessible from a wide range of programming languages including C, C++, Fortran, with a unified Application Programming Interface and simulation environment across all supported programming languages. The ParaMonte library is MIT-licensed and is permanently located and maintained at [https://github.com/cdslaborg/paramonte](https://github.com/cdslaborg/paramonte).
