Show HN: AI generated Magic The Gathering cards
There is a popular discord (PlayEDH) where people play MTG over webcam against one another. Due to the nature of MTG it's important that the deck each player is wielding be properly balanced in power level against each opponent. (For those unfamiliar, it's possible to construct highly efficient, and expensive, MTG decks that trigger game-winning infinite combos within 1-4 turns. There's a continuous scale of deck effectiveness from this point).
These power levels are pre-checked by volunteers of this discord.<p>I had the idea of aggregating all decks + their graded power levels and training a prediction network capable of this task. The side effect being it could also tell you which cards in your deck could be changed to increase it's predicted power.<p>I ended up abandoning the project, largely due to the painful nature of parsing the discord logs.
This reminds me of that project, primarily due to needing to generate a meaningful/compressed embedding of the cards prior to training the deck-level network.
Anyways, nice work!