timucini / causality_project

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Causality Project

This repository represents a student project between HTW Berlin and Signavio. The goal is to provide a toolkit of approaches for causality testing of process changes and their potential impacts.

Environment

Software Version
OS Windows 10
Python 3.8
System
CPU AMD Ryzen 9 5950x
RAM 32GB DDR4
GPU Nvidia RTX 3090
SSD PCIe NVMe

Structure

root

The root directory of the project could contain testing files and jupyter notebooks with examples.
In addition, you will find environment.py, which contains important environment variables for the project.

resources

The resource directory contains all necessary files which are used for testing and research.

bpmns

This directory contains all BPMNs used for research, which are used for the simulation.

case_tables

This directory contains all CSV files which representing case tables used for research.

csv_logs

This directory contains all CSV files which representing event-logs used for research.

simulation_data

This directory contains all CSV files which representing scenarios used for simulation.

xes_logs

This directory contains all extern XES files which representing event-logs used for research.

causality_feature_tables

This directory contains the results of the investigation.

documentation

This directory contains additional documentation.

source

This directory contains the source-code.