API#

Import SiFT as:

import sift

SiFT#

sift.SiFT(adata[, kernel_key, metric, ...])

SiFT object.

sift.sifter(adata[, kernel_key, metric, ...])

Perform filtering, subtract the projection of the kernel from the expression.

Kernels#

sift.kernels.RBFKernel([length_scale, ...])

Radial basis function kernel (aka squared-exponential kernel).

sift.kernels.LaplacianKernel([length_scale, ...])

L1-exponential kernel.

sift.kernels.KnnKernel([kernel, dtype, ...])

k-NN kernel.

sift.kernels.MappingKernel([ignore_self])

Mapping kernel.