# worldcoin/awesome-zkml

awesome-zkml repository

Repository: https://github.com/worldcoin/awesome-zkml
Canonical: https://ross.abutalabs.com/products/awesome-zkml
License: MIT
License Family: permissive
Topics: managed-by-terraform, team-crypto
Archived: true
Last push: 2025-09-23T09:11:44+00:00

## Health v2 (maintenance only)
Score: 10/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 43, release rhythm 35, longevity 100
- inputs: {"age_days": 1444, "days_push": 344, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, archived
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1054, forks 219 (observed 2026-08-28T04:03:24.044285+00:00)

## What it is
A curated awesome-list of resources for Zero-Knowledge Machine Learning (ZKML), including papers, codebases, tutorials, and community content. It aggregates learning material for zero-knowledge cryptography and machine learning.

## Use cases
- learn zero-knowledge machine learning
- find zkml papers and projects
- get started with zero-knowledge proofs
- find zkml tools and codebases
- learn machine learning fundamentals for zk

## When to choose
- you want a curated starting point for ZKML
- you need links to papers, tools, and community resources on zero-knowledge ML

## When to avoid
- you need a working ZKML library or framework rather than a resource list
- you need production-ready zero-knowledge proof tooling

## Facets
- artifact type: learning-resource
- maturity: active
- function: machine-learning, cryptography, documentation
- domain: machine-learning, blockchain, tutorials
- platform: cross-platform
- tags: zero-knowledge-proofs, zkml, awesome-list, curated-resources, cryptography

## Member repositories
- worldcoin/awesome-zkml (main) score 10

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:24.044285+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:59:04.034291+00:00, confidence not recorded.
  - readme: https://github.com/worldcoin/awesome-zkml (fetched 2026-08-28T04:03:24.044285+00:00, sha f1fd370c1b7c)
- Data as of 2026-08-30T08:39:29.467469+00:00.