torchcell.transforms.regression_to_classification.EqualFrequencyStrategy

class EqualFrequencyStrategy

Bases: BaseBinningStrategy

Binning strategy with quantile-based bins of roughly equal frequency.

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

Compute equal-frequency (quantile) bins