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www.mlcompendium.com

Name: www.mlcompendium.com
Author: orico

The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.

2,199 stars+2★ this week236 forksUpdated 10/1/2026100% free · open source

What it does

A searchable, curated library that links business problems to the right machine‑learning resources, data pipelines, engineering patterns, and product guides.

When to use it

•You need to quickly identify which ML technique fits a specific business use‑case (e.g., fraud detection, recommendation).
•Your team is building a data pipeline and wants vetted, end‑to‑end examples for each step.
•You want a single place to find learning resources and code templates for a new AI product feature.

Ready-to-paste prompt

Enter the phrase “customer churn prediction” into the site’s search box or go directly to https://www.mlcompendium.com/search?q=customer+churn+prediction to see a curated list of problem statements, data sets, model tutorials, and product‑level guidance.

Heads up: The project relies on Node 18+; running it with an older Node version will cause build failures. Verify with `node -v` before installing.

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/0e2806cb-805d-4678-8fbc-64c307c82b3d && curl -fsSL https://workflowstacks.com/api/skills/0e2806cb-805d-4678-8fbc-64c307c82b3d/claude-skill -o ~/.claude/skills/0e2806cb-805d-4678-8fbc-64c307c82b3d/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How www.mlcompendium.com works

Codeflow

Free to inspect

Www.mlcompendium.com is a documents-only repository (252 doc files) — something you read, not something you run. There is nothing to install. Last commit this month, no license file.

Size

Documents only

252 documents · ~6 h to skim

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

ops/Deployment / infrastructure80 files

data/Data files49 files

ai-engineering/Folder38 files

predictive-ml/Folder27 files

ai-product/Folder24 files

language-ai/Folder24 files

deep-learning/Folder22 files

generative-ai/Folder17 files

READMEDocumentedNo licenseUpdated this month