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basketball-game-prediction's Introduction

Basketball Prediction

Introduction

Predict the probability of the basketball matches with Deep Neural Networks 2017 Seedcup Preliminary Contest

Run Step

GPU Version:

1.train: python train.py --model dnn --team_data_type reduce --cuda 1 --epoch 100 --batch-size 16
2.test: python test.py --cuda 1 --model 'dnn' --epoch 200 --team_data_type 'reduce' --model_param 'train_dnn_30.pkl'

CPU Version:

1.train: python train.py --model dnn --team_data_type reduce --cuda 0 --epoch 100 --batch-size 16
2.test: python test.py --cuda 0 --model 'dnn' --epoch 200 --team_data_type 'reduce' --model_param 'train_dnn_30.pkl'

Team Representation Network

Competition Network

Environment

  • Pytorch
  • XGBoost(if you do not use train_xgboost.py, you can delete the file in project)
  • Scikit-Learn

Contributors

Licence

This Project is Under the MIT Licence

basketball-game-prediction's People

Contributors

wondervictor avatar yifanjiang19 avatar

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