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Inventure72/README.md

Matteo Giorgetti

Coursework & academic projects

Computer Science & AI student at IE University. This account is where I keep my course projects, exercises, and study material.

Main GitHub · Inventure71 · Portfolio

Selected projects

Project Project summary
AlgorithmsProject A Python/Pygame strategy game with deck building, troop placement, and a bot opponent.
DatabasesProjectIE A Django and PostgreSQL app for browsing trading cards and managing a physical card collection. Try it.
PEADProject Learning experiments and interactive visualizations covering Hebbian learning, backpropagation, PCA, and catastrophic forgetting. Try it.
MatricesProject An interactive movie recommender that explains sparse ratings and truncated SVD step by step. Try it.

Earlier academic work

IB Extended Essay — experiments exploring how neural-network size affects performance across different tasks.

Popular repositories Loading

  1. API_workshop API_workshop Public

    Python 2

  2. Extended_Essay Extended_Essay Public

    Python 1

  3. RSA_encryption RSA_encryption Public

    Python 1 1

  4. AlgorithmsProject AlgorithmsProject Public

    Python strategy game prototype with arena/battle UI, troop targeting logic, deck management, and a core game loop.

    Python

  5. DatabasesProjectIE DatabasesProjectIE Public

    Full-stack Django project with a Python backend and JS frontend for an IE databases course, deployed on Vercel.

    Python

  6. MatricesProject MatricesProject Public

    Sparse SVD movie recommender demo with a web UI and Python backend, deployed via GitHub Pages.

    JavaScript