The suggestion model is currently being migrated
A paper about the results of the project will be available soon
Models:
- train_hero_embeddings.py : model for representing Dota 2 heroes in a latent space, includes logger and saver utilities.
- train_predictive_model.py : model for predicting Dota 2 match outcomes using the pre-trained hero embeddings. Includes utilities.
Other Utilities:
- OpenDotaAPI.py : Partial Python wrapper for OpenDota API
Data:
- pro_dump.p : professional match data until Aug. 17. In the format: [match_id, start_time, radiant_win, [heroes]]
- final_embeddings : trained embeddings on pro_dump.p