Articles

Precision, Recall, F1, ROC, and AUC

An intuitive guide to binary classification metrics, ROC curves, and AUC on imbalanced datasets.

Covariance & Contravariance in Python

When is Box[Cat] a subtype of Box[Animal]? A practical guide to variance in Python generics.