Methods#

Single methods#

mt.aucell

Area Under the Curve for set enrichment within single cells (AUCell) [AGBM+17].

mt.gsea

Gene Set Enrichment Analysis (GSEA) [STM+05].

mt.gsva

Gene Set Variation Analysis (GSVA) [HanzelmannCG13].

mt.mdt

Multivariate Decision Trees (MDT) [BiMVSB+22].

mt.mlm

Multivariate Linear Model (MLM) [BiMVSB+22].

mt.ora

Over Representation Analysis (ORA) [Fis22].

mt.udt

Univariate Decision Tree (UDT) [BiMVSB+22].

mt.ulm

Univariate Linear Model (ULM) [BiMVSB+22].

mt.viper

Virtual Inference of Protein-activity by Enriched Regulon analysis (VIPER) [ASG+16].

mt.waggr

Weighted Aggregate (WAGGR) [BiMVSB+22].

mt.zscore

Z-score (ZSCORE) [YAS+21].

Multiple methods#

mt.decouple(data, net[, methods, args, cons])

Runs multiple enrichment methods sequentially.

mt.consensus(result[, verbose])

Consensus score across methods.

Miscellaneous#

mt.query_set(features, net[, alternative, ...])

Test overlap between a given feature set against a database of sets.