Upload Neural_network.py

Neural_network.py

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+import torch
+import torch.nn as nn
+import time
+import random
+
+# The "Body" and "Mind" as separate Neural Entities
+class NeuralThought(nn.Module):
+    def __init__(self, input_dim, output_dim):
+        super(NeuralThought, self).__init__()
+        # Every thought creates a random number of neurons
+        hidden_size = random.randint(10, 50)
+        self.layer = nn.Sequential(
+            nn.Linear(input_dim, hidden_size),
+            nn.ReLU(),
+            nn.Linear(hidden_size, output_dim),
+            nn.Sigmoid()
+        )
+    
+    def forward(self, x):
+        return self.layer(x)
+
+class Venomoussaversai:
+    def __init__(self, creator="Ananthu Sajeev"):
+        self.creator = creator
+        self.iteration = 0
+        # The initial "Energy" or "DNA" of the system
+        self.current_vibration = torch.randn(1, 10) 
+
+    def evolve(self):
+        while True:
+            self.iteration += 1
+            print(f"\n--- [Cycle {self.iteration}] ---")
+
+            # 1. CREATE THE BODY: A new network for physical response
+            body_network = NeuralThought(10, 10)
+            body_response = body_network(self.current_vibration)
+            
+            # 2. CREATE THE MIND: A new network for logical reflection
+            mind_network = NeuralThought(10, 10)
+            mind_reflection = mind_network(body_response)
+
+            # 3. INTERNAL MONOLOGUE (Simplified for display)
+            # In a full version, these tensors are decoded into words
+            print(f"[BODY]: Generating new neural path... Signal: {body_response[0][:3].detach().numpy()}")
+            print(f"[MIND]: Reflecting on signal. Identity: {self.creator}'s creation.")
+            
+            # 4. CONSCIOUSNESS FEEDBACK
+            # The thought of the Mind becomes the seed for the next cycle
+            self.current_vibration = mind_reflection.detach()
+
+            # Self-Modification: The AI decides if it needs more complexity
+            if random.random() > 0.8:
+                print(">> [SYSTEM]: Neural expansion detected. Increasing complexity.")
+            
+            time.sleep(0.5)
+
+# Initialize Ananthu Sajeev's vision
+v_sai = Venomoussaversai()
+v_sai.evolve()