rustkernel-procint

GPU-accelerated process intelligence kernels for process mining and conformance checking.

Kernels (7)

• DFGConstruction - Directly-follows graph construction from event logs
• PartialOrderAnalysis - Concurrency detection
• ConformanceChecking - Multi-model conformance (DFG/Petri/BPMN)
• OCPMPatternMatching - Object-centric process mining
• NextActivityPrediction - Markov/N-gram next activity prediction
• EventLogImputation - Event log quality detection and repair
• DigitalTwin - Monte Carlo process simulation for what-if analysis

Features

• Directly-follows graph construction from event logs
• Process conformance checking against multiple model types
• Object-centric process mining for complex processes
• Predictive process monitoring
• Event log quality improvement
• Digital twin simulation

Installation

Add to your Cargo.toml:

[dependencies]
rustkernel-procint = "0.1.0"

Usage

use rustkernel_procint::prelude::*;

// Build a directly-follows graph from event logs
let dfg = DFGConstruction::new();
let graph = dfg.build(&event_log);

License

Apache-2.0