zkml 开源项目推荐（62 个）

Lagrange-Labs /deep-prove

以极快速度证明机器学习模型推理的框架

inference-labs-inc /subnet-2

Verifiable inference on Bittensor

inference-labs-inc /dsperse

Distributed zkML

inference-labs-inc /JSTprove

JSTprove - Fast, verifiable AI

zkonduit /ezkl

ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.

gizatechxyz /Giza-zkml-Hub

Curated list of ZKML models and use cases made with Giza

gizatechxyz /giza-agents

Easy to use Verifiable AI and smart contracts interoperability.

lfedgeai /AegisSovereignAI

AegisSovereignAI: The Cross-Ecosystem Trust Layer for the Distributed Enterprise. Verifiable Identity, Hardware-Rooted Integrity, and Sovereign AI Governance - from Silicon to Prompt. Unifying AI, Cloud-Native, and Decentralized architectures.

vt-asaplab /ZIP

Zero-Knowledge AI Inference with High Precision (ACM CCS 2025)

SeiyaKobayashi /zkml-optimization

Optimization for on-chain private machine learning.

haiko-xyz /strategy-reversion

Reversion strategy for Haiko AMM

cyberia-to /trident

👽 language from future

keep-starknet-strange /agentstark

该项目在 GitHub 上没有填写描述

aiZKP /modern-ai-engineer-roadmap

成为现代人工智能工程师的初学者到精通路线图：人工智能与机器学习基础、深度学习、大型语言模型、RAG、智能体、模型基础设施、优化、硬件加速、人工智能安全、区块链和ZKML。

OE-GOD /world-zk-compute

MOOUSER — Cryptographic proof that AI models produce correct outputs. Verify ML inference with zero-knowledge proofs. REST API, Python/Rust/TS/Go SDKs, on-chain verification.

arcxteam /ritual-node

Ritual AI ❖ ❖ A Comprehensive Guide Running Infernet Node

ScoriaAI /Scoria-AI

Scoria AI is a decentralized AI agent framework on blockchain, enabling private, on-device Web3 intelligence for users and enterprises.

mammadmaheri7 /TeleSparseRepo

verifiable and privacy-preserving inference via sparse neural networks by ZK-SNARKs schema (halo2)

Steake /Reputation-Gated-Airdrop

A deliberate affront to egalitarian tokenomics—cryptographic proof that not all wallets are created equal. What can be claimed without reputation can be excluded without apology.

aethelred-foundation /aethelred

Canonical monorepo for the Aethelred protocol, security baselines, and public release provenance.