RyanSaxe/mtg
State of the Art Magic: the Gathering Draft and DeckBuilder AI.
Employs transformer-based neural networks for both draft pick selection and deck construction, trained on Magic Arena gameplay data. Provides modular Python components for drafting and deckbuilding that can be independently trained and evaluated, though pretrained models must be generated from scratch using the included training scripts. Integrates with Magic Arena through a separate UI layer and leverages 17Lands dataset for analysis and model development.
179 stars. No commits in the last 6 months.
Stars
179
Forks
45
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 30, 2024
Commits (30d)
0
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