一个matlab神经网络工具箱，其中包含RNN,CNN等
资源文件列表
yechengxi-LightNet-6ada9dd/CNN/Main_CIFAR_CNN_SGD.m , 674
yechengxi-LightNet-6ada9dd/CNN/Main_CNN_ImageNet_minimal.m , 1194
yechengxi-LightNet-6ada9dd/CNN/PrepareData_CIFAR_CNN.m , 413
yechengxi-LightNet-6ada9dd/CNN/getCifarImdb.m , 2122
yechengxi-LightNet-6ada9dd/CNN/net_init_cifar_cnn.m , 1849
yechengxi-LightNet-6ada9dd/CNN/test_im.JPG , 113805
yechengxi-LightNet-6ada9dd/CoreModules/activations/leaky_relu.m , 245
yechengxi-LightNet-6ada9dd/CoreModules/activations/modu.m , 310
yechengxi-LightNet-6ada9dd/CoreModules/activations/relu.m , 143
yechengxi-LightNet-6ada9dd/CoreModules/activations/sigmoid_ln.m , 149
yechengxi-LightNet-6ada9dd/CoreModules/activations/tanh_ln.m , 152
yechengxi-LightNet-6ada9dd/CoreModules/layers/bnorm.m , 3375
yechengxi-LightNet-6ada9dd/CoreModules/layers/conv_layer_1d.m , 5449
yechengxi-LightNet-6ada9dd/CoreModules/layers/conv_layer_2d.m , 5367
yechengxi-LightNet-6ada9dd/CoreModules/layers/dropout.m , 277
yechengxi-LightNet-6ada9dd/CoreModules/layers/linear_layer.m , 2436
yechengxi-LightNet-6ada9dd/CoreModules/layers/lrn.m , 2430
yechengxi-LightNet-6ada9dd/CoreModules/layers/maxpool.m , 3523
yechengxi-LightNet-6ada9dd/CoreModules/layers/maxpool_1d.m , 2936
yechengxi-LightNet-6ada9dd/CoreModules/layers/rmsnorm.m , 2099
yechengxi-LightNet-6ada9dd/CoreModules/layers/softmax.m , 254
yechengxi-LightNet-6ada9dd/CoreModules/loss/softmaxlogloss.m , 551
yechengxi-LightNet-6ada9dd/CoreModules/net/Main_Template.m , 3119
yechengxi-LightNet-6ada9dd/CoreModules/net/TrainingScript.m , 3614
yechengxi-LightNet-6ada9dd/CoreModules/net/net_bp.m , 5983
yechengxi-LightNet-6ada9dd/CoreModules/net/net_ff.m , 6106
yechengxi-LightNet-6ada9dd/CoreModules/net/test_net.m , 3978
yechengxi-LightNet-6ada9dd/CoreModules/net/train_net.m , 4654
yechengxi-LightNet-6ada9dd/CoreModules/optim/adagrad.m , 2055
yechengxi-LightNet-6ada9dd/CoreModules/optim/adam.m , 3192
yechengxi-LightNet-6ada9dd/CoreModules/optim/gradient_decorrelation.m , 3624
yechengxi-LightNet-6ada9dd/CoreModules/optim/rmsprop.m , 2991
yechengxi-LightNet-6ada9dd/CoreModules/optim/select_learning_rate.m , 2321
yechengxi-LightNet-6ada9dd/CoreModules/optim/selective_sgd.m , 867
yechengxi-LightNet-6ada9dd/CoreModules/optim/sgd.m , 2378
yechengxi-LightNet-6ada9dd/CoreModules/optim/sgd2.m , 5401
yechengxi-LightNet-6ada9dd/CoreModules/util/SwitchProcessor.m , 565
yechengxi-LightNet-6ada9dd/CoreModules/util/average_gradients_in_frames.m , 942
yechengxi-LightNet-6ada9dd/CoreModules/util/error_multiclass.m , 689
yechengxi-LightNet-6ada9dd/CoreModules/util/flipall.m , 80
yechengxi-LightNet-6ada9dd/CoreModules/util/generate_output_filename.m , 947
yechengxi-LightNet-6ada9dd/CoreModules/util/im2col_ln.m , 1267
yechengxi-LightNet-6ada9dd/CoreModules/util/pad_data.m , 866
yechengxi-LightNet-6ada9dd/CoreModules/util/pad_data_1d.m , 686
yechengxi-LightNet-6ada9dd/CoreModules/util/unroll_ln.m , 858
yechengxi-LightNet-6ada9dd/Documentations/LightNet Tutorial.pptx , 1285467
yechengxi-LightNet-6ada9dd/Documentations/lightnet-supplementary-materials.pdf , 172375
yechengxi-LightNet-6ada9dd/Documentations/lightnet-versatile-standalone.pdf , 373087
yechengxi-LightNet-6ada9dd/ImageNetPreTrain.png , 312780
yechengxi-LightNet-6ada9dd/Init.png , 51249
yechengxi-LightNet-6ada9dd/License.txt , 736
yechengxi-LightNet-6ada9dd/LightNet.png , 84805
yechengxi-LightNet-6ada9dd/Log.txt , 2348
yechengxi-LightNet-6ada9dd/MLP/Main_MNIST_MLP_Dropout.m , 923
yechengxi-LightNet-6ada9dd/MLP/Main_MNIST_MLP_RMSPROP.m , 918
yechengxi-LightNet-6ada9dd/MLP/PrepareData_MNIST_MLP.m , 665
yechengxi-LightNet-6ada9dd/MLP/get_mnist.m , 1620
yechengxi-LightNet-6ada9dd/MLP/net_init_mlp_mnist.m , 967
yechengxi-LightNet-6ada9dd/MLP/net_init_mlp_mnist_dropout.m , 1668
yechengxi-LightNet-6ada9dd/README.md , 5613
yechengxi-LightNet-6ada9dd/RNN/Main_Char_RNN.m , 4440
yechengxi-LightNet-6ada9dd/RNN/gru_bp.m , 1780
yechengxi-LightNet-6ada9dd/RNN/gru_ff.m , 2349
yechengxi-LightNet-6ada9dd/RNN/lm_data/PrepareData_Char_RNN.m , 561
yechengxi-LightNet-6ada9dd/RNN/lm_data/dict.txt , 147
yechengxi-LightNet-6ada9dd/RNN/lm_data/test_x.txt , 1118891
yechengxi-LightNet-6ada9dd/RNN/lm_data/test_y.txt , 1118891
yechengxi-LightNet-6ada9dd/RNN/lm_data/train_x.txt , 1997710
yechengxi-LightNet-6ada9dd/RNN/lm_data/train_y.txt , 1997710
yechengxi-LightNet-6ada9dd/RNN/lstm_bp.m , 1947
yechengxi-LightNet-6ada9dd/RNN/lstm_ff.m , 2582
yechengxi-LightNet-6ada9dd/RNN/net_init_char_gru.m , 1228
yechengxi-LightNet-6ada9dd/RNN/net_init_char_lstm.m , 1351
yechengxi-LightNet-6ada9dd/RNN/net_init_char_qrnn.m , 1197
yechengxi-LightNet-6ada9dd/RNN/net_init_char_rnn.m , 877
yechengxi-LightNet-6ada9dd/RNN/qrnn_bp.m , 1350
yechengxi-LightNet-6ada9dd/RNN/qrnn_ff.m , 1883
yechengxi-LightNet-6ada9dd/RNN/rnn_bp.m , 1138
yechengxi-LightNet-6ada9dd/RNN/rnn_ff.m , 2129
yechengxi-LightNet-6ada9dd/RNN/test_rnn.m , 1209
yechengxi-LightNet-6ada9dd/RNN/train_rnn.m , 4898
yechengxi-LightNet-6ada9dd/ReinforcementLearning/Cart_Pole.m , 1138
yechengxi-LightNet-6ada9dd/ReinforcementLearning/Main_Cart_Pole_Policy_Network.m , 4506
yechengxi-LightNet-6ada9dd/ReinforcementLearning/Main_Cart_Pole_Q_Network.m , 4754
yechengxi-LightNet-6ada9dd/ReinforcementLearning/is_valid_state.m , 273
yechengxi-LightNet-6ada9dd/ReinforcementLearning/net_init_pole.m , 509
yechengxi-LightNet-6ada9dd/ReinforcementLearning/plot_Cart_Pole.m , 419
yechengxi-LightNet-6ada9dd/ReinforcementLearning/plotcircle.m , 131
yechengxi-LightNet-6ada9dd/RunAll.m , 1423
yechengxi-LightNet-6ada9dd/SGD2/MNIST_Deep_MLP_Init_Comparison.m , 8660
yechengxi-LightNet-6ada9dd/SGD2/Main_CIFAR_CNN_SGD2.m , 764
yechengxi-LightNet-6ada9dd/SGD2/PrepareData_CIFAR_CNN.m , 413
yechengxi-LightNet-6ada9dd/SGD2/PrepareData_MNIST_MLP.m , 665
yechengxi-LightNet-6ada9dd/SGD2/getCifarImdb.m , 2122
yechengxi-LightNet-6ada9dd/SGD2/get_mnist.m , 1712
yechengxi-LightNet-6ada9dd/SGD2/net_init_cifar_cnn.m , 1849
yechengxi-LightNet-6ada9dd/SGD2/net_init_mlp_mnist.m , 1477
yechengxi-LightNet-6ada9dd/coco.png , 307114