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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