├── CNN ├── Main_CIFAR_CNN_SGD.m ├── Main_CNN_ImageNet_minimal.m ├── PrepareData_CIFAR_CNN.m ├── getCifarImdb.m ├── net_init_cifar_cnn.m └── test_im.JPG ├── CoreModules ├── activations │ ├── leaky_relu.m │ ├── modu.m │ ├── relu.m │ ├── sigmoid_ln.m │ └── tanh_ln.m ├── layers │ ├── bnorm.m │ ├── conv_layer_1d.m │ ├── conv_layer_2d.m │ ├── dropout.m │ ├── linear_layer.m │ ├── lrn.m │ ├── maxpool.m │ ├── maxpool_1d.m │ ├── rmsnorm.m │ └── softmax.m ├── loss │ └── softmaxlogloss.m ├── net │ ├── Main_Template.m │ ├── TrainingScript.m │ ├── net_bp.m │ ├── net_ff.m │ ├── test_net.m │ └── train_net.m ├── optim │ ├── adagrad.m │ ├── adam.m │ ├── gradient_decorrelation.m │ ├── rmsprop.m │ ├── select_learning_rate.m │ ├── selective_sgd.m │ ├── sgd.m │ └── sgd2.m └── util │ ├── SwitchProcessor.m │ ├── average_gradients_in_frames.m │ ├── error_multiclass.m │ ├── flipall.m │ ├── generate_output_filename.m │ ├── im2col_ln.m │ ├── pad_data.m │ ├── pad_data_1d.m │ └── unroll_ln.m ├── Documentations ├── LightNet Tutorial.pptx ├── lightnet-supplementary-materials.pdf └── lightnet-versatile-standalone.pdf ├── ImageNetPreTrain.png ├── Init.png ├── License.txt ├── LightNet.png ├── Log.txt ├── MLP ├── Main_MNIST_MLP_Dropout.m ├── Main_MNIST_MLP_RMSPROP.m ├── PrepareData_MNIST_MLP.m ├── get_mnist.m ├── net_init_mlp_mnist.m └── net_init_mlp_mnist_dropout.m ├── README.md ├── RNN ├── Main_Char_RNN.m ├── gru_bp.m ├── gru_ff.m ├── lm_data │ ├── PrepareData_Char_RNN.m │ ├── dict.txt │ ├── test_x.txt │ ├── test_y.txt │ ├── train_x.txt │ └── train_y.txt ├── lstm_bp.m ├── lstm_ff.m ├── net_init_char_gru.m ├── net_init_char_lstm.m ├── net_init_char_qrnn.m ├── net_init_char_rnn.m ├── qrnn_bp.m ├── qrnn_ff.m ├── rnn_bp.m ├── rnn_ff.m ├── test_rnn.m └── train_rnn.m ├── ReinforcementLearning ├── Cart_Pole.m ├── Main_Cart_Pole_Policy_Network.m ├── Main_Cart_Pole_Q_Network.m ├── is_valid_state.m ├── net_init_pole.m ├── plot_Cart_Pole.m └── plotcircle.m ├── RunAll.m ├── SGD2 ├── 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