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MLP and Word2Vec approaches on dota2 lineups to predict victory

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Dota2HeroRecommandation

Machine learning based dota2 hero recommandations

See pdf report (french) in files for more details

Requirements :

  • Keras
  • Tensorflow
  • Gensim
  • Dota2api

for dota2api package to work properly, you have to store your own api key in a file named "api_key.txt"

Test of a fully connected network with and without pre-embedding against a baseline calculated from heroes winrates.

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MLP and Word2Vec approaches on dota2 lineups to predict victory

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