ToolsΒΆ

tools.perturbation_effect(adata_perturb, ...)

Compute change in fate probabilities towards terminal states after perturbation.

tools.set_output(adata, vae[, n_samples, ...])

Add inference results to adata.

tools.in_silico_block_simulation(model, ...)

Perform an in silico transcription factor (TF) regulon knock-out by modifying the gene regulatory network (GRN) in a trained RegVelo model.

tools.TFScanning_func(model, adata[, ...])

Perform in silico TF regulon knock-out screening

tools.TFscreening(adata, prior_graph[, lam, ...])

Perform repeated in silico TF regulon knock-out screening.

tools.markov_density_simulation(adata, T, ...)

Simulate transitions on a velocity-derived Markov transition matrix.

tools.simulated_visit_diff(adata, ...)

Compute difference scores and p-values for terminal states between baseline and perturbation simulations.