UMAPConfig

Properties

k

integer≥ 1

Number of components to extract.

n_neighbors

integer≥ 1

Number of neighbors.

init

string

Initialization type for the embedding.

metric

string

Distance metric.

one of"euclidean""cosine""manhattan""hamming""categorical"

n_epochs

integer | null≥ 1

Number of epochs. Unset uses the algorithm's default.

learning_rate

number≥ 0

Learning rate.

scale

boolean

Scale input data before UMAP.

Relationships