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Build · Topology (graph)

newman_watts_strogatz

Generates a Newman-Watts-Strogatz small-world graph.

newman_watts_strogatz

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

reservoir = ESNLayer(500, feedback_size=3, topology="newman_watts_strogatz", spectral_radius=0.9)
parameter default
k —
p —
directed False
self_loops False

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

See also