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Build · Initializer

binary_balanced

Deterministic binary balanced initializer using Walsh-Hadamard structure.

binary_balanced

An 80×8 weight matrix drawn by this initializer.
from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, feedback_initializer="binary_balanced")
parameter default
input_scaling None
balance_global True
step None

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

See also