├── .gitignore ├── CMPS218FinalReport Molly Zhang.pdf ├── DNN_go_tensorflow.py ├── HPC and Deep Learning Project Presentation.pdf ├── README.md ├── Sample_data └── 1000_games.pkl.gz ├── TensorFlow_tutorial ├── __init__.py ├── tensorflow_MNIST_conv.py ├── tensorflow_basic_NN.py └── tensorflow_linear_example.py ├── Theano ├── go_parser_theano.py ├── mnist.pkl.gz ├── network3.py ├── network3.pyc ├── theano_DNN_go.py ├── theano_MNIST.py └── theano_gpu_test.py ├── __init__.py ├── calculate_random_guess_accuracy.py ├── demogame.sgf ├── draw_convnet.py ├── figures ├── NN scheme.png ├── Sigmoid vs ReLu.jpg ├── accuracy decay.png ├── accuracy vs data size.png ├── board01.png ├── board02.png ├── board11.png ├── board2.png ├── board3.png ├── board31.png ├── board32.png ├── cNN scheme.png ├── convnet_fig.png ├── drop out.png ├── epoch time vs data size.png ├── node num 1.png ├── node_num_2.png ├── patch size.png └── pooling.png ├── first_10_accuracies ├── generated_data ├── accuracy_decay ├── dropout_or_not.pkl ├── first_10 │ ├── hidden_nodes_accuracy.pkl │ └── sample_size_accuracy.pkl ├── patch_size.txt ├── pooling.pkl ├── probabilitiy_of_open_game └── probs_first_10.pkl ├── go_parser.py ├── install_tensorflow_on_hyades.txt ├── plotting.py ├── test.py └── visualization.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MollyZhang/AlphaGoPolicyNet/HEAD/.gitignore -------------------------------------------------------------------------------- /CMPS218FinalReport Molly Zhang.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MollyZhang/AlphaGoPolicyNet/HEAD/CMPS218FinalReport Molly Zhang.pdf -------------------------------------------------------------------------------- /DNN_go_tensorflow.py: -------------------------------------------------------------------------------- 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