brainpy.base.Function

class brainpy.base.Function(f, nodes=None, dyn_vars=None, name=None)

The wrapper for Python functions.

Parameters

• f (function) – The function to wrap.

• nodes (optional, Base, sequence of Base, dict) – The nodes in the defined function f.

• dyn_vars (optional, ndarray, sequence of ndarray, dict) – The dynamically changed variables.

• name (optional, str) – The function name.

__init__(f, nodes=None, dyn_vars=None, name=None)

Methods

__init__(f[, nodes, dyn_vars, 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