Using Self-Organizing Maps to Triage Software Bug Reports

You can find the demo here: https://sombr.pointy.dev/

SOMBR: Interactive Self-Organizing Maps for Bug Report Triage

This repository contains the code used to develop my Master Thesis. The document can be accessed here.

It does not include the source data files (which can be retrieved from Rath and Mäder, 2019) nor the processed output files.

For questions you can get in touch here.

File Structure

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├── isom_app
│   ├── constants.py
│   ├── main.py
│   ├── internal
│   │   ├── data
│   │   │   ├── _processed
│   │   │   │   └── vec_df.csv
│   │   │   ├── in
│   │   │   │   └── spark.sqlite3
│   │   │   └── out
│   │   └── models
│   │       ├── all-MiniLM-L6-v2
│   │       ├── nltk_data
│   │       └── som
│   │           └── som.p
│   ├── modules
│   │   ├── __init__.py
│   │   ├── organize.py
│   │   ├── plot_components
│   │   │   ├── cells
│   │   │   │   ├── colorbar.py
│   │   │   │   ├── details.py
│   │   │   │   ├── graph.py
│   │   │   │   ├── hexagons.py
│   │   │   │   └── inputs.py
│   │   │   ├── js
│   │   │   │   ├── hex_select_callback.js
│   │   │   │   ├── row_select_callback.js
│   │   │   │   └── user_callback.js
│   │   │   ├── js_callbacks.py
│   │   │   └── utils
│   │   │       ├── interstitials.py
│   │   │       └── metrics.py
│   │   ├── setup.py
│   │   ├── vectorize.py
│   │   └── visualize.py
│   ├── static
│   │   └── styles.css
│   └── templates
│       └── index.html
├── notebooks
└── requirements.txt