update: genetic alg now has inputSize param

add: main.py now has genetic alg instance

genetic_alg.py

@@ -3,9 +3,9 @@ import torch.nn as nn
 import numpy as np
 
 class NeuralNetwork(nn.Module):
-    def __init__(self):
+    def __init__(self, inputSize):
         super(NeuralNetwork, self).__init__()
-        self.hidden = nn.Linear(5, 10)
+        self.hidden = nn.Linear(inputSize, 10)
         self.output = nn.Linear(10, 3)
 
     def forward(self, x):
@@ -14,14 +14,15 @@ class NeuralNetwork(nn.Module):
         return torch.log_softmax(x)
 
 class GeneticAlgorithm:
-    def __init__(self, populationSize: int, mutationRate: float, percentageBest):
+    def __init__(self, populationSize: int, mutationRate: float, percentageBest: float, inputSize: int = 5):
         self.populationSize = populationSize
         self.mutationRate = mutationRate
         self.percentageBest = percentageBest
+        self.inputSize = inputSize
         self.initialize_population()
 
     def initialize_population(self):
-        self.population = [NeuralNetwork() for _ in range(self.populationSize)]
+        self.population = [NeuralNetwork(self.inputSize) for _ in range(self.populationSize)]
     
     def crossover(self, parent1: NeuralNetwork, parent2: NeuralNetwork):
         child1 = NeuralNetwork()

main.py

@@ -1,6 +1,11 @@
 import pygame
 import sys
 from gameobjects import *
+from genetic_alg import GeneticAlgorithm
+
+POPULATION_SIZE = 50
+MUTATION_RATE = 0.5
+POPULATION_BEST = 0.2
 
 pygame.init()
 
@@ -19,7 +24,7 @@ BARRIER_SPEED = 1  # Speed of the barriers
 grass.set_size(WIDTH, HEIGHT)  # Set background size
 
 gameobjects = []  # List of all game objects
-horses = [Horse("images/Horse_1.png", 50, 50 * i) for i in range(50)]  # Create 50 horses
+horses = [Horse("images/Horse_1.png", 50, 50 * i) for i in range(POPULATION_SIZE)]  # Create 50 horses
 barriers = [barrier1]  # List of barriers
 
 gameobjects.extend([grass])  # Add background to game objects
@@ -28,6 +33,8 @@ gameobjects.extend(barriers)  # Add barriers to game objects
 
 spawner = Spawner("images/Barrier.png")  # Initialize spawner
 
+genecticAlg = GeneticAlgorithm(POPULATION_SIZE, MUTATION_RATE, POPULATION_BEST)
+
 UI.add_horses(horses)  # Add horses to UI
 while True:
     for event in pygame.event.get():