Decentralized_Riemannian_gradient_descent_on_Stiefel_manifold 源码
Decentralized_Riemannian_gradient_descent_on_Stiefel_manifold 论文中分散式黎曼随机(DRSGD)和分散式黎曼梯度跟踪(DRGTA)的Python实现: @article {chen2021decentralized,title = {Stiefel流形上的分散黎曼梯度下降}, 作者= {Chen,Shixiang and Garcia,Alfredo and Hong,Mingyi and Shahrampour,Shahin},journal = {arXiv preprint arXiv:2102.07091}, 年= {2021}} 如果您在已发表的研究项目中使用此代码,请引用本文。 先决条件: python 3.7+ 麻木matplotlib mpi4py 网络泡菜 档案: algs:DRGTA和DRSGD的源
文件列表
Decentralized_Riemannian_gradient_descent_on_Stiefel_manifold-main.zip
(预估有个24文件)
Decentralized_Riemannian_gradient_descent_on_Stiefel_manifold-main
misc
Consensus.py
11KB
logfile.py
6KB
ManifoldToolbox.py
2KB
__pycache__
logfile.cpython-37.pyc
4KB
Plot.cpython-37.pyc
1KB
ManifoldToolbox.cpython-37.pyc
2KB
Time_decorator.cpython-37.pyc
1KB
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