大数据分析算法.zip

【代码名称】：大数据分析算法

【代码介绍】：大数据分析算法

【代码截图】：文件列表:

Phase-Retrieval (0, 2018-10-18)
Phase-Retrieval\generateMeasurements.m (4153, 2018-10-18)
Phase-Retrieval\phase_WF.m (1380, 2018-10-18)
Phase-Retrieval\phase_cvx.m (394, 2018-10-18)
Phase-Retrieval\phase_main.m (1038, 2018-10-18)
Phase-Retrieval\phase_main2.m (699, 2018-10-18)
SVD (0, 2018-10-18)
SVD\prototype.m (1079, 2018-10-18)
SVD\random_test.m (706, 2018-10-18)
SVD\test2.m (619, 2018-10-18)
SVD\testmatrix.m (850, 2018-10-18)
Sparse-Inverse (0, 2018-10-18)
Sparse-Inverse\Nesterov.m (1740, 2018-10-18)
Sparse-Inverse\getY.m (152, 2018-10-18)
Sparse-Inverse\getZ.m (113, 2018-10-18)
Sparse-Inverse\model1.m (126, 2018-10-18)
Sparse-Inverse\model2.m (322, 2018-10-18)
Sparse-Inverse\phiU.m (135, 2018-10-18)
Sparse-Inverse\sparse_inverse.m (404, 2018-10-18)
Sparse-Inverse\test2.m (845, 2018-10-18)
Stochastic-Optimization (0, 2018-10-18)
Stochastic-Optimization\ProximalAda.m (374, 2018-10-18)
Stochastic-Optimization\ProximalAdam.m (855, 2018-10-18)
Stochastic-Optimization\ProximalStabAda.m (1054, 2018-10-18)
Stochastic-Optimization\Soft_thresholding.m (81, 2018-10-18)
Stochastic-Optimization\getCovertypeImdb.m (1214, 2018-10-18)
Stochastic-Optimization\getMnistImdb.m (1541, 2018-10-18)
Stochastic-Optimization\l1regfunction.m (359, 2018-10-18)
Stochastic-Optimization\main1.m (3334, 2018-10-18)
Stochastic-Optimization\main2.m (3029, 2018-10-18)
hw-sto-report.pdf (503452, 2018-10-18)
l1_minimization (0, 2018-10-18)
l1_minimization\comparison.m (1425, 2018-10-18)
l1_minimization\test1.m (2264, 2018-10-18)
phase-hw.pdf (372169, 2018-10-18)
project1 report.pdf (1414812, 2018-10-18)
svd_report.pdf (574014, 2018-10-18)



# Algorithms-in-Big-Data-Analysis This repository contains self-implemented code for the course Algorithms in Big Data Analysis by Zaiwen Wen at Peking University. Usage is only appropriate for education purpose. see http://bicmr.pku.edu.cn/~wenzw/bigdata2018.html **project1 report.pdf** can help you navigate the problems and algorithms of the code in l1_minimization and Sparse-Inverse. **phase-hw.pdf** can help you navigate the problems and algorithms of the code in Phase-Retrieval. **hw-sto-report.pdf** can help you navigate the problems and algorithms of the code in Stochastic-Optimization. **svd-report.pdf** can help you navigate the problems and algorithms of the code in SVD. Contact me for any bugs and errors: smshhw@pku.edu.cn

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