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