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Build · Initializer

normal

Gaussian (normal) initializer for input/feedback weight matrices.

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="normal")
parameter default
loc 0.0
scale 1.0
connectivity None
input_scaling None

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

See also