mtga_ml

mtga_ml is a library of machine learning tools for analyzing the 17lands MTGA public datasets. mtga_ml is for

• MTGA users looking to use machine learning to improve their gameplay

• Machine learning hobbyists looking for inspiration and examples of projects using the 17lands public datasets

• Machine learning experts interested in the research problems associated with playing MTGA

Installation

1. Clone this repository.

2. cd into this repository from the terminal on your local computer.

3. Run pip install -r requirements.txt.

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Note

This project is under active development.

Contents

• Home
• Preprocess
• ML
  • Model
• Scripts
  • train
    • pool_pack_pick_predictor.py
  • run
    • draft_assistant.py