Crate rustkernel_procint 

RustKernel Process Intelligence

GPU-accelerated process mining and conformance checking.

Kernels

• DFGConstruction - Directly-follows graph construction
• 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 - Process simulation for what-if analysis

Features

• Directly-follows graph construction from event logs
• Partial order analysis for concurrency detection
• Conformance checking against DFG and Petri net models
• Object-centric process mining for multi-object workflows
• Next activity prediction using Markov chains and N-grams
• Event log imputation for missing events and timestamp repair

Re-exports

pub use conformance::ConformanceChecking;

pub use dfg::DFGConstruction;

pub use imputation::EventLogImputation;

pub use ocpm::OCPMPatternMatching;

pub use partial_order::PartialOrderAnalysis;

pub use prediction::NextActivityPrediction;

pub use simulation::DigitalTwin;

pub use types::AlignmentStep;

pub use types::Arc;

pub use types::ConformanceResult;

pub use types::ConformanceStats;

pub use types::DFGEdge;

pub use types::DFGResult;

pub use types::Deviation;

pub use types::DeviationType;

pub use types::DirectlyFollowsGraph;

pub use types::EventLog;

pub use types::OCPMEvent;

pub use types::OCPMEventLog;

pub use types::OCPMObject;

pub use types::OCPMPatternResult;

pub use types::PartialOrderResult;

pub use types::PetriNet;

pub use types::Place;

pub use types::ProcessEvent;

pub use types::Trace;

pub use types::Transition;

Modules

conformance

Conformance checking kernel.

dfg

Directly-Follows Graph construction kernel.

imputation

Event log imputation kernels.

ocpm

Object-Centric Process Mining (OCPM) kernel.

partial_order

Partial order analysis kernel.

prediction

Next activity prediction kernels.

prelude

Prelude for convenient imports.

simulation

Digital Twin Simulation Kernel

types

Process intelligence types and data structures.

Functions

register_all

Register all process intelligence kernels with a registry.