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simple-main-pca

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UpdatedJune 27, 2026 at 23:43

Use when working in SIMPLE's src/main/pca subsystem, including PCA, PPCA, complex PPCA, kernel PCA, diffusion maps, and SVD-backed dimensionality-reduction code used in analysis and denoising workflows.

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hael

hael/SIMPLE

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Biological Scientists, All OtherLife, Physical, and Social Science Occupations·SOC 19-1029

SKILL.md

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name	simple-main-pca
description	Use when working in SIMPLE's src/main/pca subsystem, including PCA, PPCA, complex PPCA, kernel PCA, diffusion maps, and SVD-backed dimensionality-reduction code used in analysis and denoising workflows.

SIMPLE `src/main/pca`

This folder owns PCA-family methods.

Read First

simple_pca.f90
simple_pca_svd.f90
simple_ppca.f90
simple_complex_ppca.f90
simple_kpca_svd.f90
simple_diffusion_maps.f90
simple_diff_map_denoise.f90

Connections

Often paired with image stacks, denoising, and analysis workflows
Likely depends on image/, project/, and numeric utilities

Working Rule

Different PCA variants may share concepts but not assumptions; avoid forcing a single abstraction unless the code already wants it.

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Run any Skill with one click

simple-main-pca

SIMPLE src/main/pca

Read First

Connections

Working Rule

More from this repository

More from this repository

SIMPLE src/main/pca

Read First

Connections

Working Rule

SIMPLE `src/main/pca`

SIMPLE `src/main/pca`