Welcome to ocpa’s documentation!

Object-Centric Process Mining: Moving from homogeneous event sequences to heterogeneous event graphs.

Installation

Install from Github

git clone https://github.com/ocpm/ocpa.git
cd ocpa
pip install .

Install from Pip

pip install ocpa

Contents:

• Event Log Management
  • Importing CSV Files
  • Importing JSON OCEL/XML OCEL Files
  • Importing OCEL 2.0 Files
  • Exporting JSON OCEL Files
  • Process Execution Extraction & Management
  • Import with Parameters
• Process Discovery
  • Object-Centric Petri Net Retrieval & Visualization
  • Variant Calculation and Layouting
• Conformance Checking
  • Precision and Fitness
  • Constraint monitoring
• Process Enhancement
  • Performance Analysis
• Predictive Monitoring
  • Feature extraction
  • Feature Encoding
  • Preprocessing
  • Full Example
• Documentation
  • ocpa package

Indices and tables

• Index

• Module Index

• Search Page