mofaflex.priors

mofaflex.priors#

Classes

Constant(const_values)

Pseudo-prior that always returns the same constant values.

GSFA(targets_obsm_key[, s_b])

Guided sparse factor analysis prior for CRISPR perturbation screens.

GaussianProcess([covariates_key, ...])

Gaussian process prior for spatially or temporally smooth factors.

Horseshoe()

Horseshoe sparsity-inducing prior.

InformedHorseshoe(annotations_varm_key[, ...])

Horseshoe prior with domain knowledge.

Laplace()

Standard Laplace prior.

Normal()

Standard Normal prior.

SpikeSlab([background_is_gaussian, ...])

Spike and slab sparsity-inducing prior.