torchcell.transforms.coo_regression_to_classification.EqualFrequencyStrategy

class EqualFrequencyStrategy

Bases: BaseBinningStrategy

Binning strategy with bins holding roughly equal sample counts.

compute_bins(values: NDArray[Any], num_bins: int) → tuple[NDArray[Any], dict[str, Any]]

Compute equal-frequency (quantile) bins.