https://github.com/naity/DeepUFC2

Now with data scraping and implementation in PyTorch
https://github.com/naity/DeepUFC2

Last synced: 3 months ago
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Now with data scraping and implementation in PyTorch

• Host: GitHub
• URL: https://github.com/naity/DeepUFC2
• Owner: naity
• Created: 2018-11-25T23:42:30.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-09-15T17:58:00.000Z (about 4 years ago)
• Last Synced: 2024-05-20T12:35:32.805Z (6 months ago)
• Language: Jupyter Notebook
• Homepage: https://medium.com/@yuan_tian/predict-ufc-fights-with-deep-learning-ii-data-collection-and-implementation-in-pytorch-ff7a95062554
• Size: 3.27 MB
• Stars: 33
• Watchers: 6
• Forks: 16
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# DeepUFC2

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

- 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