inference-labs-inc/n-ary_notebooks resource

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1727 stars · 22 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of Jupyter notebooks providing mathematically precise, pedagogical explanations of zero-knowledge proof building blocks such as the sum-check protocol, multilinear extensions, arithmetic circuits, and the GKR protocol. It includes executable Python examples and visualizations for experimentation, not production-ready cryptographic implementations.

Use cases

• learn how the sum-check protocol works with worked examples
• understand multilinear extensions and polynomial interpolation over boolean hypercubes
• study the GKR protocol and its relationship to circuit depth
• experiment with small-scale implementations of proof systems
• build intuition for soundness and error bounds in interactive proofs
• visualize arithmetic circuits and protocol mechanics

When to choose

• you want to deeply understand the math behind zk proof systems
• you prefer interactive, executable notebooks over textbooks
• you are researching or teaching interactive proof protocols
• you want to prototype small examples over finite fields

When to avoid

• you need a production-ready zk-SNARK prover or verifier
• you need a performant or audited cryptographic library
• you want a complete protocol specification rather than working notes

Facets

learning-resource · maturity active

interpreter math developer-tools tutorials mathematics python cross-platform zero-knowledge-proofs jupyter-notebooks sum-check-protocol gkr-protocol multilinear-extensions arithmetic-circuits cryptography-education interactive-proofs cryptography algorithms

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