bartz.prepcovars

Functions and classes to preprocess data.

Binner interface

Binner(X, *[, key])	Abstract base class for predictor binners.
BinnerFactory(*args, **kwargs)	Callable that constructs a Binner from training predictors.

Binners

UniqueQuantileBinner(X, *[, max_bins, ...])	Binner with quantile-based cutpoints from observed unique values.
RangeEvenBinner(X, *[, max_bins, key])	Binner with cutpoints evenly spaced over the observed range.
GivenSplitsBinner(X, *, xinfo[, key])	Binner with cutpoints supplied directly in R BART xinfo format.