# rustkernel-behavioral
[](https://crates.io/crates/rustkernel-behavioral)
[](https://docs.rs/rustkernel-behavioral)
[](LICENSE)
GPU-accelerated behavioral analytics kernels for profiling and forensics.
## Kernels (6)
- **BehavioralProfiling** - Feature extraction for user behavior
- **AnomalyProfiling** - Deviation scoring from behavioral baseline
- **FraudSignatureDetection** - Known fraud pattern matching
- **CausalGraphConstruction** - DAG inference from event streams
- **ForensicQueryExecution** - Historical pattern search and analysis
- **EventCorrelationKernel** - Temporal event correlation and clustering
## Features
- User behavior profiling and baseline establishment
- Real-time anomaly detection against behavioral baselines
- Pattern matching for known fraud signatures
- Causal relationship discovery from events
- Forensic analysis and historical pattern search
- Event correlation across multiple streams
## Installation
Add to your `Cargo.toml`:
```toml
[dependencies]
rustkernel-behavioral = "0.1.0"
```
## Usage
```rust
use rustkernel_behavioral::prelude::*;
// Profile user behavior
let profiler = BehavioralProfiling::new();
let profile = profiler.extract_features(&user_events);
```
## License
Apache-2.0