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Build · Initializer

informed_init

Informed input layer for hybrid/knowledge ESNs (RC.jl informed_init [Pathak2018]).

from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="informed_init")
parameter default
model_in_size None
gamma 0.5
input_scaling 0.1

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

See also