Research lab - Automated Detection of Model Transformations Intents

Cleaning the ATL files

python\ scripts/remove_duplicates_comments.py

Reading ATL file and adding content to Excel file 'Intent_classification_filtered.xlsx'

python\ scripts/read_intent_classification_and_filter.py

Tokenizing, Training and testing using machine learning techniques

- Stopwords 'from to' not removed
- Sequence should be maintained
- frequency word vector


- Decision tree
- KNN
- Logistic regression
- Naive bayes

python\ scripts/tokenize_training.ipynb

Requirements and Setup

Commands

    python3 -m venv env
    source env/bin/activate
    pip install -r requirements.txt