Parameter

class penzai.nn.parameters.Parameter

Bases: Struct, Generic[T], SupportsParameterRenaming

A learnable parameter.

Most initialized layers should use Parameter to store their learnable parameters.

Variables:

• value (T) – The value of the parameter.

• name (str) – The name of this parameter.

Methods

__init__(value, name)
treescope_color()
with_renamed_parameters(rename_fn)

Attributes

value_structure
value
name

Inherited Methods

(expand to view inherited methods)

attributes_dict()	Constructs a dictionary with all of the fields in the class.
from_attributes(**field_values)	Directly instantiates a struct given all of its fields.
key_for_field(field_name)	Generates a JAX PyTree key for a given field name.
select()	Wraps this struct in a selection, enabling functional-style mutations.
tree_flatten()	Flattens this tree node.
tree_flatten_with_keys()	Flattens this tree node with keys.
tree_unflatten(aux_data, children)	Unflattens this tree node.