Entropic Scree: An Information-Theoretic Alternative to PCA

Entropic Scree is a new non-parametric, model-agnostic tool based on information theory that upgrades PCA, using normalized mutual information to suppress spurious dimensions and better handle nonlinear tabular data and mixed data types.

2026-08-20 ~ 2026-08-21 · 2 related posts

• Entropic Scree: Fixing Dimensionality Estimation in Complex Tabular Data — Chocolate_Milk_Son · 2026-08-20
• Entropic Scree: Information-theoretic upgrade to PCA — Chocolate_Milk_Son · 2026-08-21