brainpy.nn.algorithms.LMS
brainpy.nn.algorithms.LMS#
- class brainpy.nn.algorithms.LMS(alpha=0.1, name=None)[source]#
The least mean squares (LMS).
Methods
__init__
([alpha, name])call
(name, target, input, output)The training procedure.
initialize
(name, *args, **kwargs)load_states
(filename[, verbose])Load the model states.
nodes
([method, level, include_self])Collect all children nodes.
register_implicit_nodes
(nodes)register_implicit_vars
(variables)save_states
(filename[, variables])Save the model states.
train_vars
([method, level, include_self])The shortcut for retrieving all trainable variables.
unique_name
([name, type_])Get the unique name for this object.
vars
([method, level, include_self])Collect all variables in this node and the children nodes.
Attributes
name