netmap.downstream.final_downstreamΒΆ

Functions

compute_edge_overlaps_simple

Compute the percentage of overlapping edges between a GRN and multiple reference networks.

create_regulon_activity_adata

Creates an AnnData object with regulon activity scores based on top GRN sources.

curate_network

Load CollecTRI data for a specific organism, format it, and curate the network data based on the provided gene regulatory network (GRN) data.

filter_clusters_by_cell_count

Filter features (genes/edges) based on cell count differences between two clusters, selecting the top fraction of features for each cluster.

filter_grn_by_top_signatures

Filters a GRN (Gene Regulatory Network) AnnData object to keep only the edges corresponding to the top-ranked signatures per cluster based on UCell scores.

filter_signatures_by_Ucell

Filters gene signatures by cluster and computes UCell scores.

get_top_targets

Selects top gene targets per source from a clustered gene interaction AnnData.

plot_reg

plot_reg_curated

plot_shared_targets_heatmap

Create a clustered heatmap showing shared target counts between sources.