├── .DS_Store ├── .gitignore ├── Data ├── .DS_Store ├── 2011-12.csv ├── 2012-13.csv ├── 2013-14.csv ├── 2014-15.csv ├── 2015-16.csv ├── 2016-17.csv ├── 2017-18.csv ├── 2018-19.csv ├── 2019-20.csv ├── 2020-21.csv ├── 2021-22.csv ├── 2023-02-15-odds-data.csv └── DataSet-2021-22.xlsx ├── GC_NN_Over_Under.ipynb ├── GC_NN_Win_Margin.ipynb ├── Images ├── nn_ml_m1_acc_loss.png ├── nn_ml_m1_acc_val.png ├── nn_ml_m2_acc_loss.png ├── nn_ml_m2_acc_val.png ├── nn_ml_m3_acc_loss.png ├── nn_ml_m3_acc_val.png ├── nn_ml_m4_acc_loss.png ├── nn_ml_m4_acc_val.png ├── nn_ou_m1_acc_loss.png ├── nn_ou_m1_acc_val.png ├── nn_ou_m2_acc_loss.png ├── nn_ou_m2_acc_val.png ├── nn_ou_m3_acc_loss.png ├── nn_ou_m3_acc_val.png ├── nn_ou_m4_acc_loss.png ├── nn_ou_m4_acc_val.png ├── ou_predictions_df_1.png ├── ou_predictions_df_2.png ├── ou_predictions_df_3.png ├── ou_predictions_df_4.png ├── wm_predictions_df_1.png ├── wm_predictions_df_2.png ├── wm_predictions_df_3.png └── wm_predictions_df_4.png ├── LICENSE ├── Models ├── over_under_nn_1.h5 ├── over_under_nn_2.h5 ├── over_under_nn_3.h5 ├── over_under_nn_4.h5 ├── win_margin_nn_1.h5 ├── win_margin_nn_2.h5 ├── win_margin_nn_3.h5 └── win_margin_nn_4.h5 ├── NN_Over_Under.ipynb ├── NN_Win_Margin.ipynb ├── README.md ├── game_outcomes_data_prep.ipynb └── src └── Utils └── team_dictionary.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kheller18/nba-sports-betting-ml/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kheller18/nba-sports-betting-ml/HEAD/.gitignore -------------------------------------------------------------------------------- /Data/.DS_Store: -------------------------------------------------------------------------------- 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