Project Directory Structure

Analysis 

• Contains the results of the smell distribution per file and per KLOC.

classification

• Holds the classification of smelly files based on their content.

criteria

• Python package defining the criteria used to filter ML and non-ML projects, including toy projects.

csv

• Hold all the files used to analyze the type of operations carried out in each specific stage
• Hold the statistics for ML and Non-ML projects
• Hold the report of the dataset collection
• Hold the csv file used to evaluate the accuracy, precision and recall of our classifier model
• Hold the csv files used to assess the performance of the RIdiom tool

dataset

• Contains the list of projects collected per domain for analysis.

images

• Contains heatmaps, boxplots and histogram generated from the analysis.

repo_mining

• Code for querying projects by topic from GitHub.

source

• All scripts used for the analysis.

utils

• Contains various helper functions to reduce code duplication.

Zero_shot_classification

• Code containing our zero-shot classification model