brainpy.algorithms.offline.OfflineAlgorithm#

class brainpy.algorithms.offline.OfflineAlgorithm(name=None)[source]#

Base class for offline training algorithm.

__init__(name=None)[source]#

Methods

__init__([name])

call(identifier, targets, inputs, outputs)

The training procedure.

initialize(identifier, *args, **kwargs)

load_states(filename[, verbose])

Load the model states.

nodes([method, level, include_self])

Collect all children nodes.

register_implicit_nodes(*nodes, **named_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

Name of the model.