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A tool that applies genetic algorithms to building Magic: The Gathering decks.

CMake 1.07% C++ 76.90% Python 19.42% Shell 2.61%

magique's Introduction

Using this repo

Install build tools (if necessary!)

xcode-select --install
sudo easy_install pip
brew install conan
conan remote add vthiery https://api.bintray.com/conan/vthiery/conan-packages

pip install virtualenv virtualenv --python=python3 venv source venv/bin/activate ```

Download MtG card data
```
./run.sh
```
Put your collection of cards as a JSON file in data/collection.json as an object with card names as keys, and the quantity you own as the values. For example, if you own four Walking Balistas:
```
{
  "Walking Ballista": 4
}
```
Be sure to use canonical card names, as reported on Gatherer or Scryfall. Split cards and two-sided cards will be formatted like "Driven // Despair" (Notice the spaces around the double-slashes).

If you use MTG Manager on iOS, there is a script in data_builders/collection/mtg_manager_csv_to_json.py that will convert collections exported from MTG Manager to the required format

Build genetic algorithm

cd ../deck_builder
conan install .
cmake .
cmake --build .

Run the genetic algorithm
```
 ./bin/magique ../data collection.json
```
Deactivate virtual environment
```
deactivate
```

Thanks

To MTG JSON for the card data.
To MTG Decks for the decklists.
To EDHREC for the awesome Commander data.

magique's People

Contributors

Stargazers

Watchers

Forkers

luinlulu benjacobsen dead-ra rhythmicgaming dusda volkb jakeloustone jorilx

magique's Issues

conanfile install failing

ERROR: Version range '~=0.1' from requirement 'ga3/[~=0.1]@DEGoodmanWilson/testing' required by 'conanfile.txt' could not be resolved in local cache

There may be a step missing in the README, but conan is failing to find ga3/[~=0.1]@DEGoodmanWilson/testing. Any help getting this working would be much appreciated!

Pull the GA out into a seperate library

using Conan.

Inline documentation

The fitness function in particular is a bit of a mess, and not well documented.

Deck legality checks

The legality of decks is not being fully checked. Currently, the only check is that there should not be more than 4 of any card.

Card bannings
Card legality (e.g. no rares in Pauper, nothing from Beta in Modern, &c.)
Card mulitplicity (e.g. only 1 of for Commander and Brawl)

Better CLI options

Options for mana curve
Options for card type distribution
Options for weighting various factors' importance (e.g., should we pay closer attention to creature power? Or ignore creatures entirely? Does the color distribution matter really?)
Options for deck format (Standard, Commander, etc.)

not actually an issue just new

sorry to leave this here i wasnt sure how else to contact you, i read your paper on hackernoon and had to find a way. I've been working on a similar project and was hoping you could take a look at some point, my model takes mtg arenas output files and will hopefully start playing them against eachother to find optimization then run the lists against my available cards to find the best option, however if we can take that a step further and have it build the lists itself it could be a constantly mining method to finding the most fun games of magic possible. As a 3 times mcq player adding more fun to a game i play so often is a huge deal so i began this as a training project for string slicing as part of my new job and my boss is letting me run with it. please feel free to email me at [email protected]. hope this reaches you and youre well!

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