stable
Main
Installation
API
Preprocessing:
Methods:
Running multiple methods:
General utils:
AnnData utils:
Omnipath wrappers:
Plotting
Metrics
decoupler.metric_auroc
metric_auroc()
decoupler.metric_auprc
decoupler.metric_mcauroc
decoupler.metric_mcauprc
Benchmark utils
Benchmark
Other
Release notes
Reference
Vignettes
Usage
Cell type annotation from marker genes
Pathway activity inference
Transcription factor activity inference
Functional enrichment of biological terms
Pseudo-bulk functional analysis
Spatial functional analysis
Bulk functional analysis
Benchmarking pipeline
Conversion to other organisms
decoupler
API
decoupler.metric_auroc
Edit on GitHub
decoupler.metric_auroc
decoupler.
metric_auroc
(
y_true
,
y_score
)
Area Under the Receiver Operating characteristic Curve (AUROC)