Welcome to SkPM’s documentation!

SkPM (Scikit-learn for Process Mining) is a library built upon Scikit-learn to easily write and train machine learning pipelines tailored for process mining tasks.

This work is still in progress! So far, we have focused more on feature extraction and encoding techniques to be easily used along with Scikit-learn’s pipelines and grid search-related functionalities.

Installation

• Installation

Tutorials

• Event Feature Extraction
• Downloading event logs via API
• Unbiased Split of Event Logs
• Pipeline selection