CS50's Introduction to Artificial Intelligence with Python

‼️ WARNING ‼️

This repository contains solutions to the CS50 AI projects. If you intend to take this course in the future, please read the Academic Honesty policy before viewing the solutions. This course has a zero-tolerance plagiarism policy.

🩺 Test Cases

Each project contains a test.py and a unit_test.py file which I've written while solving the problem. More information here.

📖 Table of Contents

Week	Lecture	Concept	Source Code	Description
0	Search	BFS	Degrees	Determine how many “degrees of separation” apart two actors are.
0	Search	Minimax	Tic-Tac-Toe	Implement an AI to play Tic-Tac-Toe optimally.
1	Knowledge	Model Checking	Knights	Solve the "Knights and Knaves" puzzles using AI.
1	Knowledge	Knowledge Engineering	Minesweeper	Implement an AI to play Minesweeper optimally.
2	Uncertainty	Bayesian Networks	Heredity	Write an AI to assess the likelihood that a person will have a particular genetic trait.
2	Uncertainty	Markov Models	PageRank	Write an AI to rank web pages by importance.
3	Optimization	Constraint Satisfaction	Crossword	Write an AI to generate crossword puzzles.
4	Learning	Nearest-Neighbor Classification	Shopping	Write an AI to predict whether online shopping customers will complete a purchase.
4	Learning	Reinforcement Learning	Nim	Write an AI that teaches itself to play Nim through reinforcement learning.
5	Neural Networks	Convolutional Neural Networks	Traffic	Write an AI to identify which traffic sign appears in a photograph.
6	Language	Context Free Grammar	Parser	Write an AI to parse sentences and extract noun phrases.
6	Language	tf-idf	Questions	Write an AI to answer questions.