Models

Models#

MAGNI(data[, modal, layer, time_key, ...])

Class implementing Multi-Scale Gene Regulation Inference (MAGNI).

MSNGC(n_reg, n_target[, chrom_constraint, ...])

Generalised VAR (GVAR) model based on self-explaining neural networks, primarily based on the concepts described in [1]_.

partial_ordering(adata[, dyn, lag])

Computes the partial ordering of cells using diffusion operators from RNA velocity or pseudotime kernels.

chromatin_constraint(data[, modal, layer, ...])

Build chromatin constraints and import them into the analysis.

import_basalGRN(basal_grn, adata[, ...])

Import a provided basal GRN and align it to the given AnnData.