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Mar, 2016
Pymanopt：使用自动微分的流形优化Python工具箱
Pymanopt: A Python Toolbox for Manifold Optimization using Automatic Differentiation
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James Townsend, Niklas Koep, Sebastian Weichwald
TL;DR
本研究介绍了Pymanopt，一个用于在流形上进行优化的工具箱，它实现了几何流形和优化算法，并使用自动微分计算导数信息，以节省用户的时间和避免潜在的计算和实现错误。
Abstract
Manifold optimization is a method for (non-convex) optimization of an objective function, subject to
constraints
which are smooth, in the sense that the set of points which satisfy the
constraints
admits the stru
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