#data-science #performance #machine-learning #events #data-mining #event-log #process-mining

bin+lib pmrs

Rust support to process mining functions. Includes a library and a small cli-interface.

2 releases

0.0.2 Aug 8, 2022
0.0.1 Jul 18, 2022

#836 in Machine learning

LGPL-3.0-only

145KB
3K SLoC

Process Mining Rust

This is a Process Mining Rust Library focussed on the new OCEL data format. The repository will be very unstable for now as I am very time-bound and need to implement many features. This readme will be further updated in the future when I have more time. For now, here is a list of features that it currently contains:

Objects

  • Object-Centric Event Log (OCEL):
    • jsonocel importing and exporting with RFC-3339 compliant datetime.
    • jsonocel validation
  • Object-Centric Directed Graph (OCDG):
    • generation using an OCEL
    • Importing and exporting to gexf (gexfocdg) file format
  • Object Linking - Link object ids and event ids between objects

Feature Extraction

  • OCEL/OCDG:
    • Object Point Features
    • Object Group Features
    • Event Point Features
    • Event Group Features
    • Event Situation Targets
    • Object Situation Targets
    • Timeseries

Dependencies

~30–43MB
~762K SLoC