mina-zkml (Working Title)

mina-zkml is an open-source library designed to integrate AI technologies seamlessly with the MINA blockchain. By leveraging zero-knowledge machine learning (zkML), this library empowers developers to build and deploy AI models securely and efficiently on the MINA blockchain.

🚀 Features

zkML Enabled Library: Facilitates the implementation of zero-knowledge machine learning within the MINA ecosystem.
ONNX Conversion Support: Easily convert models to the Open Neural Network Exchange (ONNX) format for broader compatibility.
Verifier Script Generation: Automatically generate verifier scripts tailored for the MINA blockchain.
Verifier Deployment: Deploy verifier scripts directly to the MINA blockchain with ease.

🛠️ Installation

To get started with mina-zkml, ensure you have Rust installed on your system.

# Clone the repository
git clone https://github.com/chris-chris/mina-zkml.git

# Navigate to the project directory
cd mina-zkml

# Build the project
cargo build --release

./target/release/mina-zkml-cli --help

📚 Usage

Running Examples

mina-zkml comes with example projects to demonstrate its capabilities. Below are two primary examples:

Perceptron ZKML Model Prediction

Execute the perceptron model prediction using the following command:

cargo run --example perceptron

MNIST Lenet ZKML Model End 2 End Example

Execute the MNIST model end-2-end example through notebook.

./examples/notebook/lenet.ipynb

Creating a Verifier Script & Deploy it to the MINA devnet

https://github.com/chris-chris/mina-zkml-verifier