☆364May 17, 2024Updated last year
Alternatives and similar repositories for zkml
Users that are interested in zkml are comparing it to the libraries listed below
Sorting:
- ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, J…☆1,170Feb 20, 2026Updated last week
- Verifying a 512-layer CNN w/ Nova☆171May 5, 2023Updated 2 years ago
- awesome-zkml repository☆1,040Sep 23, 2025Updated 5 months ago
- Aggregator for amazing ZKML resources☆412Apr 29, 2024Updated last year
- Circom Circuits Library for Machine Learning☆181Jun 19, 2024Updated last year
- Nova: Recursive SNARKs without trusted setup☆44Aug 21, 2023Updated 2 years ago
- lambdaworks offers implementations for both SNARKs and STARKs provers, along with the flexibility to leverage their individual components…☆724Updated this week
- A collection of comparison-benchmarks for Nova & related Proving systems☆44Apr 6, 2023Updated 2 years ago
- ProtoGalaxy folding scheme PoC implementation https://eprint.iacr.org/2023/1106.pdf☆41Sep 14, 2023Updated 2 years ago
- A curated list of zero-knowledge folding schemes☆308Aug 6, 2024Updated last year
- ☆111Nov 27, 2025Updated 3 months ago
- neural network inference standard for zero-knowledge-proof systems☆34Oct 9, 2023Updated 2 years ago
- Middleware to compile Circom circuits to Nova prover☆244Mar 1, 2024Updated 2 years ago
- Monorepo for Summa Proof of Solvency Protocol☆99Aug 26, 2024Updated last year
- Foundation for speedy Machine Learning operations in Halo2 Prover☆20Oct 3, 2024Updated last year
- Benchmark of multiple zk implementations.☆83Aug 3, 2023Updated 2 years ago
- zero knowledge proof aggregator for general circuit☆73May 20, 2024Updated last year
- Demo of ML for MNIST classification in a zero knowledge proof☆126Nov 16, 2022Updated 3 years ago
- Include halo2 example circuits☆92Oct 16, 2023Updated 2 years ago
- ☆10Sep 15, 2023Updated 2 years ago
- SIPP(Statistically sound Inner Pairing Product) verification in SNARK☆17Oct 8, 2023Updated 2 years ago
- A STARK-based VM focused on code reuse, performance, and modularity☆342Jul 31, 2025Updated 7 months ago
- Experimental implementation of the SuperNova protocol. https://eprint.iacr.org/2022/1758☆122Feb 25, 2023Updated 3 years ago
- The simplest and most extensible zkVM. Fast and fully open source from a16z crypto and friends. ⚡☆938Updated this week
- An example of how to build an end-to-end dApp with plonky2x☆22Aug 30, 2023Updated 2 years ago
- ☆27Oct 15, 2023Updated 2 years ago
- DSL for Halo2 circuits☆188Nov 4, 2024Updated last year
- A FRI verifier circuit for the Halo2 proof system☆77Feb 22, 2023Updated 3 years ago
- ☆124Nov 30, 2024Updated last year
- Benchmarking Polynomial Commitments☆51Jul 3, 2023Updated 2 years ago
- A PoC repo for a HyperNova impl☆83Aug 23, 2023Updated 2 years ago
- List of halo2-related resources☆203Jan 30, 2025Updated last year
- The Halo2 zero-knowledge proving system☆888Updated this week
- Basic scaffolding for setting up and writing a Halo2 ZK circuit☆112Jan 2, 2024Updated 2 years ago
- educational python plonk implementation, based on vitalik's py_plonk☆223Jul 12, 2024Updated last year
- The fastest in-browser verification of ECDSA signatures in ZK, using Spartan on the secq256k1 curve☆217Dec 5, 2023Updated 2 years ago
- Ecne: An engine for verifying the soundness of R1CS constraints☆115Aug 2, 2022Updated 3 years ago
- Nova Verifier in Circom so it can be verified onChain☆59Jun 9, 2023Updated 2 years ago
- Gas-efficient and blazing fast proving for private signaling☆81Feb 3, 2024Updated 2 years ago