The Scripts module contains the following scripts:
- creation_of_datasets.py - creates csv files with raw features using the publicly available Sapimouse dataset - https://www.ms.sapientia.ro/~manyi/sapimouse/sapimouse.html
- synthetic_datasets_by_generating_curves.py - creates csv files with raw features based on Bezier curves
- feature_extraction.py - extracts features from raw datasets
- anomaly_detectors_with_mouse_data.py - unsupervised anomaly detection based on real and synthetic datasets
- histogram.py - creates histograms
- trajectories.py - visualizes mouse trajectories
You can find the datasets and saved detectors folders in the following link: https://drive.google.com/drive/u/0/folders/1xQduwhAOsQ_BHtZhetMYeBaltORVvBF-
The requirements.txt file contains all dependencies needed for python scripts.