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DeepUFC2

Followup on DeepUFC and now includes data scraping and implementation in PyTorch.

  • ufc_bouts: crawler for ufc bouts
  • ufc_fighters: crawler for ufc fighters
  • ufc_bouts.csv: ufc bouts dataset
  • ufc_fighters.csv: ufc fighters dataset
  • ufc_combined.csv: combined dataset used for deep learning
  • preprocessing.ipynb: Notebook for preprocessing the datasets
  • ufc_prediction.ipynb: Notebook for neural network implementation and prediction

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  • Jupyter Notebook 82.0%
  • Python 18.0%