Examples

The examples/ directory contains practical demonstrations of zkML models:

Article Classification

A text classification model that categorizes articles into business, tech, sport, entertainment, and politics.

cargo run --release --example article_classification

This example:

• Tests model accuracy on sample texts

• Generates a SNARK proof for one classification

• Verifies the proof cryptographically

Transaction Authorization

A financial transaction authorization model that decides whether to approve or deny transactions based on features like budget, trust score, amount, etc.

cargo run --release --example authorization

This example:

• Tests the model on various transaction scenarios

• Shows authorization decisions with confidence scores

• Generates and verifies a SNARK proof for one transaction