scib_metrics.nearest_neighbors.pynndescent#

scib_metrics.nearest_neighbors.pynndescent(X, n_neighbors, random_state=0, n_jobs=1)[source]#

Run pynndescent approximate nearest neighbor search.

Parameters:
X ndarray

Data matrix.

n_neighbors int

Number of neighbors to search for.

random_state int (default: 0)

Random state.

n_jobs int (default: 1)

Number of jobs to use.

Return type:

NeighborsResults