scglue.metrics.normalized_mutual_info
- scglue.metrics.normalized_mutual_info(x, y, **kwargs)[source]
Normalized mutual information with true clustering
- Parameters
x (
numpy.ndarray
) – Coordinatesy (
numpy.ndarray
) – Cell type labels**kwargs – Additional keyword arguments are passed to
sklearn.metrics.normalized_mutual_info_score()
- Return type
- Returns
nmi – Normalized mutual information
Note
Follows the definition in OpenProblems NeurIPS 2021 competition