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Jan, 2020
i-flow:基于正则化流的高维度积分和抽样
i-flow: High-dimensional Integration and Sampling with Normalizing Flows
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Christina Gao, Joshua Isaacson, Claudius Krause
TL;DR
本文介绍了一种名为 i-flow 的 python 包,使用正则化流来实现高维数值积分和样本随机点的生成,通过与其他高维数值积分算法的比较,证明了 i-flow 的优越性,其代码公开在 gitlab。
Abstract
In many fields of science,
high-dimensional integration
is required.
numerical methods
have been developed to evaluate these complex integrals. We introduce the code i-flow, a
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