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  1. minesweeper minesweeper Public

    An AI for playing Minesweeper, utilizing propositional logic and knowledge-based inference to identify safe cells and mines. The AI learns from the game's state to make informed decisions.

    Jupyter Notebook 2

  2. shopping shopping Public

    Building a nearest-neighbor classifier to predict online shopping purchase completions based on user browsing behavior. The project uses a dataset of 12,000 sessions, analyzing features like pages …

    Python 2

  3. questions questions Public

    The "Questions" project, part of Harvard's CS50 AI course, develops an AI system for answering questions by retrieving documents and passages from a text corpus using tf-idf. It aids in understandi…

    Jupyter Notebook 2

  4. tictactoe tictactoe Public

    An AI that plays Tic-Tac-Toe using the Minimax algorithm, ensuring it always wins or draws. Demonstrates optimal decision-making and game logic implementation.

    Python 1

  5. degrees degrees Public

    A program that computes the "degrees of separation" between two actors by identifying the sequence of movies connecting them, inspired by the Six Degrees of Kevin Bacon game. Uses IMDb-based datase…

    Jupyter Notebook 1

  6. knights knights Public

    A Python program that solves Knights and Knaves logic puzzles using propositional logic and model-checking algorithms. Determine the truthfulness of characters based on their statements to solve th…

    Python 1