Build · Initializer

uniform

Bounded uniform initializer for input/feedback weight matrices.

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="uniform")

parameter	default
low	-1.0
high	1.0
connectivity	None
input_scaling	None

Works for feedback_initializer= and input_initializer= alike; override parameters with ("uniform", {...}) or get_input_feedback("uniform", ...).

See also

• Initialization — every way to specify structure
• Reference — the registry API