brainpy.nn.algorithms.LinearRegression
brainpy.nn.algorithms.LinearRegression#
- class brainpy.nn.algorithms.LinearRegression(name=None)[source]#
Training algorithm of least-square regression.
Methods
__init__
([name])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