Unsupervised learning using dimensionality reduction via matrix decomposition

By Michael N Sakano1, Alejandro Strachan1

1. Purdue University

Learn PCA and NMF via chemistry example

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Version 1.0.2 - published on 20 Apr 2020

doi:10.21981/8ZRP-9821 cite this

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World usage

Location of all "Unsupervised learning using dimensionality reduction via matrix decomposition" Users Since Its Posting

Cumulative Simulation Users

87

36 41 45 47 50 52 53 56 62 64 65 65 66 68 70 73 74 75 76 76 77 80 81 82 82 83 84 85 86 87 87 87 87 87

Users By Organization Type
Type Users
Unidentified 76 (87.36%)
Educational - University 10 (11.49%)
Government Agency 1 (1.15%)
Users by Country of Residence
Country Users
us UNITED STATES 6 (60%)
in INDIA 2 (20%)
vn VIET NAM 2 (20%)

Simulation Runs

395

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Overview
Average Total
Wall Clock Time 11.32 hours 102.35 days
CPU time 1.07 minutes 3.85 hours
Interaction Time 4.74 hours 42.84 days