How Pilz Works¶
Pilz is an experimental classification library that takes a different approach to machine learning. Instead of optimizing a loss function through gradient descent, it directly evaluates feature combinations by their ability to separate target from non-target, with training data processing running natively in Polars. DuckDB SQL is used only for legacy cut-model scoring and the multi-class label combination.