Explained Variance Ratio
Factor Analysis
Independent Component Analysis (ICA)
Latent Factor
Non-Negative Matrix Factorization (NMF)
Principal Component Analysis (PCA)
Principal Components
Scree Plot
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scikit-learn PCA documentation Docs
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Wikipedia: Scree plot Ref…
Singular Value Decomposition (SVD)
Truncated SVD
Curse of Dimensionality
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Curse of dimensionality Ref…
Geodesic Distance
Isomap
Kernel PCA
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Kernel PCA — Wikipedia Ref…
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scikit-learn KernelPCA documentation Docs
Laplacian Eigenmaps
Locally Linear Embedding (LLE)
Manifold Hypothesis
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The Manifold Hypothesis Ref…
Multidimensional Scaling (MDS)
Perplexity
t-Distributed Stochastic Neighbor Embedding (t-SNE)
Uniform Manifold Approximation and Projection (UMAP)
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