Pattern is Everything

Pattern is
Everything

Have you noticed the same shapes keep appearing — in data, in price charts? The bell curve in market returns. Gradient descent rolling downhill. A head-and-shoulders pattern at a reversal. This is a map of those recurring structures — 249 interactive, visual references across machine learning and markets.

A quick tour of the site

254

Topics

254

Visualizations

3

Universes

9

Collections

Live Interactive Preview

Normal distribution — drag the sliders inside any topic · Try it →

📐 Interactive canvas diagrams

📝 Core formulas explained

🐍 Python & NumPy code

🎛️ Draggable parameters

🌙 Dark mode

⚡ Zero dependencies

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Start Exploring — Handpicked Topics

Normal Distribution

Machine Learning → Statistics

Gradient Descent

Machine Learning → ML Math

Machine Learning → The Toolkit

Head & Shoulders

Markets → Chart Patterns

Machine Learning → LLM Engineering

Machine Learning → The Toolkit

◆ The Pattern A bell curve in model outputs, a head-and-shoulders on a chart — the same structural principle, different data. Every topic here makes that connection visible.

◆ Interactive Experience

Pattern Cosmos

A galaxy of all 249 topics — pan, zoom, and click through nine glowing collection clusters. Cross-domain filaments reveal hidden connections between Machine Learning and Markets.

Machine Learning Markets 249 Topics

Enter Cosmos →

Pattern Weaver

A pattern-matching quiz — two topics from different domains, three possible connections, one correct thread. Build a constellation of discovered links between Machine Learning and Markets.

Machine Learning Markets Cross-Domain Quiz

Begin Weaving →

Hands-on interactive labs — place data points and watch gradient descent fit a line, step through K-Means clustering, overlay technical indicators on candlestick charts, and test your pattern-spotting skills.

ML Lab Markets Lab Challenges

Open Sandbox →

Universes

Machine Learning

149 topics across five collections — ML Math, The Toolkit, LLM Engineering, MLOps, and Timeseries Engineering. From linear algebra to production deployment, with interactive visualizations and code.

149 Topics 5 Collections PyTorch

ML Math · The Toolkit · LLM Engineering · MLOps · Timeseries

Market Patterns

100 topics across four collections — Chart Patterns, Technical Indicators, Market Psychology, and Risk & Portfolio. Visual guides to the patterns that move markets.

100 Topics 4 Collections Charts

Chart Patterns · Indicators · Psychology · Risk & Portfolio

Pattern Essays

5 short, calm reflections on patterns that appear across the world — the bell curve, regression to the mean, the long tail, signal and noise, and models vs reality. Each accompanied by a small visualization.

5 Essays 1 Collection Reflections

The Bell · The Mean · The Tail · The Signal · The Map