Plugin library

35 algorithms, one click each.

Every plugin is a self-contained bundle carrying its own runtime and declaring the artifact types it consumes and produces. Install one and it appears in the action menu of every artifact it fits — including artifacts that live on a remote engine.

Discovery

Turn an event log into a model you can read and argue with.

Alpha Miner (Classic)run.promenade.alpha-minervan der Aalst's original 2004 discovery algorithm — the textbook starting point for process discovery, kept here mainly for teaching its own well-known limitations…Rust · WebAssemblyView · TypeScript0.2.2
Directly-Follows Graph (Rust)run.promenade.dfg-rsDiscovers a directly-follows graph from an event log: for every pair of activities that occur back-to-back within a case, the number of times it happens, plus…Rust · WebAssembly0.1.0
Fuzzy Minerrun.promenade.fuzzy-minerGünther & van der Aalst's Fuzzy Miner for case-centric event logs: instead of a control-flow model it measures the log from several perspectives — frequency and…Rust · WebAssemblyView · TypeScript0.2.1
Heuristics Minerrun.promenade.heuristics-minerFlexible Heuristics Miner: discovers a causal net or an accepting Petri net with silent routing transitions, tolerant of noisy/infrequent behavior that would throw…Rust · WebAssemblyView · TypeScript0.2.0
Inductive Minerrun.promenade.inductive-minerLeemans' Inductive Miner (IM and IMf) in Rust: recursively cuts the directly-follows graph into a block-structured process tree.Rust · WebAssembly0.1.2
Inductive Miner (pm4py)run.promenade.inductive-pyDiscovers a process tree with pm4py's inductive miner, and converts it to an accepting Petri net.Python · PyodideView · TypeScript0.2.3
Local Process Modelsrun.promenade.lpmDiscovers Local Process Models: small, frequently-recurring Petri-net fragments over a subset of a log's activities, each possibly firing several times within one…Python · PyodideSQL · relationalRust · WebAssemblyView · TypeScript0.1.3
Object-Centric Inductive Minerrun.promenade.ocimNiklas van Detten's Object-Centric Inductive Miner in Rust.SQL · relationalRust · WebAssemblyView · TypeScript0.1.10
Object-Centric Petri Net Discoveryrun.promenade.ocpnDiscovers an Object-Centric Petri Net from an OCEL 2.0 log: per selected object type, project the log, mine a process tree with Inductive Miner, convert it to a…SQL · relationalRust · WebAssemblyView · TypeScript0.2.5
OC-DFG Discovery (pm4py)run.promenade.ocdfg-pm4pyA second discovery backend for the Object-Centric Directly-Follows Graph: pm4py's pm4py.discover_ocdfg, run in Pyodide directly on an OCEL log.Python · Pyodide0.1.0
OCPN Discovery (pm4py)run.promenade.ocpn-pm4pyA second discovery backend for the same Object-Centric Petri Net artifact run.promenade.ocpn (Rust) produces: pm4py's own pm4py.discover_oc_petri_net, run in…Python · Pyodide0.1.0
TOTeM Discoveryrun.promenade.totemDiscovers a Temporal Object Type Model (TOTeM): a type-level graph of an OCEL log's object types, connected by their most precise event-cardinality, log-cardinality…Python · PyodideView · TypeScript0.1.3

Conformance

Confront a model with what actually happened, and quantify the gap.

Performance

Find where time goes: waiting, batching, rework, outliers.

Object-centric

Work with OCEL 2.0 data where one event touches many objects.

Views

Render an artifact so a human can make sense of it.

Data quality

Check the log before you trust any model built from it.

Log Qualityrun.promenade.log-qualityData-quality analysis for XES and OCEL logs.Python · PyodideView · TypeScript0.1.1

Put your algorithm in this list.

A manifest, an entry point and whatever runtime suits you. Bundles are self-contained, so a plugin from a replication package installs exactly like one of ours — and runs unchanged in the browser, in a local engine, or beside a warehouse.

Plugin quickstart API reference