bucky.util.loess

Provide batched, cupy-enabled LOESS smoothing.

Module Contents

Functions

_gaussian_kernel(x, tau)	Batched gaussian kernel function.
_tricubic_kernel(x, f=1.0 / 8.0)	Batched tricubic pseudo-kernel function.
loess(y, x=None, tau=0.05, iters=1, degree=2, q=None, data_w=None)	Perform batched LOESS.

bucky.util.loess._gaussian_kernel(x, tau)

Batched gaussian kernel function.

bucky.util.loess._tricubic_kernel(x, f=1.0 / 8.0)

Batched tricubic pseudo-kernel function.

bucky.util.loess.loess(y, x=None, tau=0.05, iters=1, degree=2, q=None, data_w=None)

Perform batched LOESS.