These Magic cards don't exist - Generating names for new cards using machine learning and GPT-2.

This page summarizes the projects mentioned and recommended in the original post on /r/magicTCG
text-generation Tensorflow openai textgenrnn

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  • gpt-2-simple

    Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

    • I used the GPT-2 Simple program by minimaxir to train the algorithm on every card in Magic's history that was released in a main expansion. Then I generated about 2,000 (it was actually more, but the algorithm really liked giving me cards that already exist) new names which I searched through to find the best ones.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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