Code Editor for app.py

import streamlit as st
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

st.title("Conway's Game of Life")

# Function to update the game state
def update_board(board):
    # Count the number of neighbors for each cell
    neighbors = (np.roll(board, 1, 0) + np.roll(board, -1, 0) + 
                 np.roll(board, 1, 1) + np.roll(board, -1, 1) + 
                 np.roll(np.roll(board, 1, 0), 1, 1) + np.roll(np.roll(board, 1, 0), -1, 1) + 
                 np.roll(np.roll(board, -1, 0), 1, 1) + np.roll(np.roll(board, -1, 0), -1, 1))
    # Apply Conway's rules
    new_board = (neighbors == 3) | (board & (neighbors == 2))
    return new_board

# Function to initialize the board
def initialize_board(size):
    return np.random.choice([False, True], size=(size, size), p=[0.7, 0.3])

# Sidebar for user interaction
size = st.sidebar.slider("Grid Size", min_value=5, max_value=100, value=20)
iterations = st.sidebar.slider("Iterations", min_value=1, max_value=100, value=10)

# Initialize the board
board = initialize_board(size)

# Run the game for specified iterations
for _ in range(iterations):
    board = update_board(board)

# Display the result using matplotlib
plt.imshow(board, cmap='binary')
plt.axis('off')
st.pyplot(plt)