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Build · Topology (graph)

complete

Generates a complete (undirected) graph of n nodes.

complete

Connectivity and weight matrix on a small reservoir.
from resdag.layers import ESNLayer

reservoir = ESNLayer(500, feedback_size=3, topology="complete", spectral_radius=0.9)
parameter default
self_loops False
random_weights True

Override any parameter with the tuple spec — topology=("complete", {...}) — or pre-configure with get_topology("complete", ...). Scaling to a target spectral radius happens after construction, whatever the source.

See also