kromaia-ai

Exploring program synthesis in model-driven engineering through machine learning techniques in Kromaia scenario.

Environments

Default environments are: dev with greater verbosity for development purposes and prod for production-ready deployment.

Commands

Data mutation

python -m kromaia <environment> --action data

Plotting

python -m kromaia <environment> --action plot

Model training

python -m kromaia <environment> --action model

Help

python -m kromaia --help

Dependencies

• jupyter
• numpy
• matplotlib
• pandas
• scipy
• seaborn
• scikit-learn
• autopep8
• six