Training Algorithms#

Online Training Algorithms#

get_supported_online_methods()

Get all supported online training methods.

register_online_method(name, method)

Register a new oneline learning method.

OnlineAlgorithm([name])

Base class for online training algorithm.

ForceLearning([alpha, name])

RLS([alpha, name])

The recursive least squares (RLS).

LMS([alpha, name])

The least mean squares (LMS).

Offline Training Algorithms#

get_supported_offline_methods()

Get all supported offline training methods.

register_offline_method(name, method)

Register a new offline learning method.

OfflineAlgorithm([name])

Base class for offline training algorithm.

RidgeRegression([beta, name])

Training algorithm of ridge regression.

LinearRegression([name])

Training algorithm of least-square regression.