All functions

consensus_cluster()

Consensus Clustering and Proportion of Ambiguously Clustered Pairs

element_agreement()

Element-Wise Average Agreement Between a Set of Clusterings

element_consistency()

Element-Wise Consistency Between a Set of Clusterings

element_sim()

The Element-Centric Clustering Similarity

element_sim_elscore()

The Element-Centric Clustering Similarity for each Element

element_sim_matrix()

Pairwise Comparison of Clusterings

get_clustering_difference()

Graph Clustering Method Stability

get_feature_stability()

Evaluate Feature Set Stability

get_nn_conn_comps()

Relationship Between Nearest Neighbors and Connected Components

get_nn_importance()

Assess Graph Building Parameters

get_resolution_importance()

Evaluate Stability Across Resolution, Number of Neighbors, and Graph Type

marker_overlap()

Cell-Wise Marker Gene Overlap

merge_partitions()

Merge Partitions

pac_convergence()

PAC Convergence Plot

pac_landscape()

PAC Landscape Plot

plot_clustering_difference_boxplot()

Clustering Method Stability Boxplot

plot_clustering_difference_facet()

Clustering Method Stability Facet Plot

plot_connected_comps_evolution()

Relationship Between Number of Nearest Neighbors and Graph Connectivity

plot_feature_stability_boxplot()

Feature Stability Boxplot

plot_feature_stability_ecs_facet()

Feature Stability - EC Consistency Facet Plot

plot_feature_stability_ecs_incremental()

Feature Stability Incremental Boxplot

plot_feature_stability_mb_facet()

Feature Stability - Cluster Membership Facet Plot

plot_k_n_partitions()

Relationship Between the Number of Clusters and the Number of Unique Partitions

plot_k_resolution_corresp()

Correspondence Between Resolution and the Number of Clusters

plot_n_neigh_ecs()

Graph construction parameters - ECC facet

plot_n_neigh_k_correspondence()

Relationship Between Number of Nearest Neighbors and Number of Clusters