Predictive Modeling

MLJJulia

A Julia machine learning framework providing a unified interface and meta-algorithms for over 200 models.

NGBoostJupyter Notebook

A Python library for probabilistic prediction using natural gradient boosting, built on scikit-learn.

mlrR

A unified interface and infrastructure for machine learning in R, supporting classification, regression, clustering, and survival analysis.

imodelsJupyter Notebook

A Python package for concise, transparent, and accurate predictive modeling with sklearn-compatible interpretable models.