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Magic: AI Deck Building
This talk explores building Magic: The Gathering decks using basic AI techniques like tf/idf to calculate card synergy and optimize deck composition without relying on large language models.
Back to basics, no LLM based solutions.
A small project where I gather data from public sources to build custom decks.
Understanding the logic behind basic tf/idf and usual magic deck building we can create customs decks and iterate easily.
The idea is simple:
Calculate a “synergy” score between all pairs of cards and then optimize to create the deck with the most synergy
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