soulmachine/machine-learning-cheat-sheet resource

Health v2 · maintenance only

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8046 stars · 1332 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A LaTeX-compiled cheat sheet PDF containing classical equations and diagrams of machine learning concepts. It serves as a quick reference for recalling ML knowledge and preparing for job interviews.

Use cases

• quickly recall machine learning equations and concepts
• prepare for machine learning job interviews
• review classical ML algorithms and diagrams
• find a concise ML reference document
• study machine learning theory formulas

When to choose

• you need a compact reference of classical ML equations and diagrams
• you are preparing for ML-related interviews
• you want a free downloadable PDF summary of ML theory

When to avoid

• you need hands-on code examples or tutorials with implementations
• you want up-to-date coverage of deep learning and modern techniques
• you need an interactive learning platform rather than a static document

Facets

learning-resource · maturity maintenance

documentation machine-learning machine-learning tutorials education cross-platform cheat-sheet latex reference interview-preparation pdf

Member repositories

For agents

markdown · JSON · MCP: product_card(name="soulmachine/machine-learning-cheat-sheet")