Replication package for: Battling the Skills Gap: Identification of Java Knowledge Units through Machine Learning

Replication package containing: The old and new datasets with all Java files used for training the classifiers A Jupyter notebook for training ML-models using cross-validation A Jupyter notebook for fine-tuning CodeBERT The tool for scanning git repositories and extracting KUs (both front-end and back-end) All the trained models (trained using the included notebooks) The dataset with all the Java files and Python scripts used for evaluating the sliding window technique's performance