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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.

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2. crossword crossword Public

   A constraint satisfaction problem (CSP) solver for generating and solving crossword puzzles using AI techniques to ensure words fit correctly without conflicts. The solver enforces node and arc con…

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3. 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 …

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4. 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…

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5. attention attention Public

   Visualize BERT's attention mechanism with a user-friendly script. Input text with a masked token, predict the masked word, and generate attention diagrams to understand BERT's focus. Ideal for AI e…

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6. image_similarity image_similarity Public

   Compare image similarity using features extracted from the pre-trained VGG16 model. This project leverages cosine similarity for accurate visual similarity assessment, making it ideal for image ret…

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