ridgeplot._kde

Kernel density estimation (KDE) utilities.

ridgeplot._kde.KDEPoints

The ridgeplot.ridgeplot.kde_points parameter.

alias of int | Collection[int | np.integer[Any] | float | np.floating[Any]]

ridgeplot._kde.KDEBandwidth

The ridgeplot.ridgeplot.bandwidth parameter.

alias of str | float | Callable[[Collection[int | np.integer[Any] | float | np.floating[Any]], CustomKernel], float]

ridgeplot._kde.estimate_density_trace(trace_samples, points, kernel, bandwidth)[source]

Estimates a density trace from a set of samples.

For a given set of sample values, computes the kernel densities (KDE) at the given points.

ridgeplot._kde._validate_densities(x, y, kernel)[source]
ridgeplot._kde.estimate_densities(samples, points, kernel, bandwidth)[source]

Perform KDE for a set of samples.