Principal manifolds and nonlinear dimension reduction via local tangent space alignment

Characterization major methods of construction principal manifolds. Familiarity with the issues numerical computation. Analysis nonlinear manifold learning from unorganized data points is a challenging unsupervised learning and data visualization.

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