cuml.neighbors#

NearestNeighbors

NearestNeighbors is an queries neighborhoods from a given set of datapoints.

KNeighborsClassifier

K-Nearest Neighbors Classifier is an instance-based learning technique, that keeps training samples around for prediction, rather than trying to learn a generalizable set of model parameters.

KNeighborsRegressor

K-Nearest Neighbors Regressor is an instance-based learning technique, that keeps training samples around for prediction, rather than trying to learn a generalizable set of model parameters.

KernelDensity

Kernel Density Estimation.