---
title: "Explained Visually"
description: "Interactive explanations of statistics and linear algebra: eigenvectors, PCA, Markov chains, image kernels and least squares."
canonical: "https://vibing.inc/library/explained-visually-vg-1256"
category: "Learning & Craft"
subcategory: "Explorable explanations"
license: "free"
author: "Setosa (@setosaio)"
source: "https://setosa.io/ev/"
---

# Explained Visually
Interactive explanations of statistics and linear algebra: eigenvectors, PCA, Markov chains, image kernels and least squares.
## Facts
- Source: https://setosa.io/ev/
- Category: Learning & Craft / Explorable explanations
- Author: Setosa (@setosaio)
- Licence: free
- Tags: explorable, math, statistics, interactive
## Why it's a gem
The image kernels page is the standard reference for convolution intuition
---
Listed in The Vibeary: https://vibing.inc/library/explained-visually-vg-1256 · JSON: https://vibing.inc/api/public/library/gems/explained-visually-vg-1256