ROIPCA

This repository reproduces the examples in "ROIPCA: An online memory-restricted PCA algorithm based on rank-one updates"

online_pca_comparison.m - reproduces Tables 2,3,4

show_mu_opt.m - reproduces Figure 1

runtime_roipca_ipca_d.m - reproduces Figure 2

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
CCIPCA.m		CCIPCA.m
IPCA.m		IPCA.m
LICENSE		LICENSE
OJA.m		OJA.m
README.md		README.md
d_phi_k.m		d_phi_k.m
d_psi_k.m		d_psi_k.m
find_eta.m		find_eta.m
hebbian.m		hebbian.m
loadMNISTImages.m		loadMNISTImages.m
loadMNISTLabels.m		loadMNISTLabels.m
load_data.m		load_data.m
midway.m		midway.m
nr.m		nr.m
online_pca_comparison.m		online_pca_comparison.m
poker-hand-training-true.data		poker-hand-training-true.data
runtime_roipca_ipca_d.m		runtime_roipca_ipca_d.m
show_mu_opt.m		show_mu_opt.m
superconductor_dataset.mat		superconductor_dataset.mat
update_eigenspectrum.m		update_eigenspectrum.m
update_eigenspectrum_fast.m		update_eigenspectrum_fast.m
wine_dataset.mat		wine_dataset.mat

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