logosq-error-mitigator 0.1.0

# LogosQ Error Mitigator


Real-time quantum error mitigation for NISQ (Noisy Intermediate-Scale Quantum) devices.

## Features


- **Zero-Noise Extrapolation (ZNE)**: Amplify noise and extrapolate to zero-noise limit
- **Probabilistic Error Cancellation (PEC)**: Cancel errors using quasi-probability decomposition
- **Measurement Error Mitigation**: Correct readout errors using calibration matrices
- **AI-Assisted Correction**: Machine learning models for adaptive error prediction
- **Hardware Calibration Integration**: Fetch live noise profiles from QPUs

## Quick Start


```rust
use logosq_error_mitigator::{ZeroNoiseExtrapolation, Extrapolator};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    let zne = ZeroNoiseExtrapolation::new()
        .with_scale_factors(&[1.0, 2.0, 3.0])
        .with_extrapolator(Extrapolator::Richardson);
    
    let data = vec![(1.0, -0.85), (2.0, -0.72), (3.0, -0.58)];
    let mitigated = zne.extrapolate(&data)?;
    
    println!("Mitigated value: {:.4}", mitigated);
    Ok(())
}
```

## Installation


```toml
[dependencies]
logosq-error-mitigator = "0.1"
```

## License


MIT OR Apache-2.0