2 releases
0.0.2 | Aug 8, 2022 |
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0.0.1 | Jul 18, 2022 |
#836 in Machine learning
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