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Here are some intermediate-level Python examples that demonstrate key concepts and problem-solving techniques. These examples cover a range of topics, including algorithms, object-oriented programming, and practical applications.
Example 1: Infinite Monkey Theorem Simulation
This program simulates the Infinite Monkey Theorem, where random strings are generated until they match a target string.
import random# Generate a random string of given lengthdef generate_one(strlen):alphabet = "abcdefghijklmnopqrstuvwxyz "return ''.join(random.choice(alphabet) for _ in range(strlen))# Calculate the similarity score between two stringsdef score(goal, test_string):return sum(1 for a, b in zip(goal, test_string) if a == b) / len(goal)# Main function to simulate the theoremdef main():goal_string = "a computer science portal for geeks"best_score = 0best_string = generate_one(len(goal_string))while best_score < 1:current_string = generate_one(len(goal_string))current_score = score(goal_string, current_string)if current_score > best_score:best_score = current_scorebest_string = current_stringprint(f"Best so far: {best_string} with score {best_score}")main()Gekopieerd.āKopiëren Professional Certificate - Coursera - Earn A Certificate
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