Projects
mloptimizer
Genetic algorithm-based hyperparameter optimization for scikit-learn compatible machine learning models. Part of the scikit-learn-contrib ecosystem.
Features: - Integrates with scikit-learn API (fit/predict pattern) - Supports custom fitness functions for any performance metric - Genetic algorithm search over hyperparameter spaces - Published in SoftwareX (2026)
pyGenreClf
Automatic music genre classifier for electronic dance music (EDM). Classifies audio tracks into subgenres using machine learning based on audio features.
Features: - EDM subgenre taxonomy with 20+ categories - Audio feature extraction pipeline - Based on research published in Journal of New Music Research (2020)
