I want to give my python code of new networking way to you all just copy the entire text and can you use it properly and useful way because not just uses for only in Limited option if you want I can give you the simulation code also but first i want to give is python codes and i want to see how u us
import numpy as np
import random
# --------------------------
# Node Definition
# --------------------------
class Node:
def __init__(self, id):
self.id = id
self.rs = np.random.rand(4) # Resonance Signature
def similarity(self, other_rs):
return np.dot(self.rs, other_rs) / (
np.linalg.norm(self.rs) * np.linalg.norm(other_rs)
)
def receive(self, signal):
print(f"Node {self.id} received: {signal['data']}")
return self.mutate(signal)
def mutate(self, signal):
# Slight mutation
signal['energy'] *= 0.9
return signal
# --------------------------
# Encode Message
# --------------------------
def encode(message):
return {
"data": message,
"energy": 1.0,
}
# --------------------------
# Propagation Engine
# --------------------------
def propagate(sender, nodes, message, threshold=0.7):
signal = encode(message)
active_nodes = [sender]
while signal["energy"] > 0.1:
next_nodes = []
for node in nodes:
if node == sender:
continue
score = sender.similarity(node.rs)
if score > threshold:
signal = node.receive(signal)
next_nodes.append(node)
if not next_nodes:
break
sender = random.choice(next_nodes)
signal["energy"] *= 0.8
# --------------------------
# Simulation
# --------------------------
nodes = [Node(i) for i in range(10)]
sender = nodes[0]
propagate(sender, nodes, "Hello from Resonance Network!")
