文件名称:LightNet-master

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目前最轻量级别的深度学习源码,采用CNN实现高精度识别,与目前流行的Caffe相比,具有实现灵活,可迁移程度高等优势,值得深入学习!-Currently the lightest level of deep learning source, using CNN to achieve high-precision identification, compared with the current popular Caffe, with the realization of flexible, high degree of migration advantages, it is worth learning!
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LightNet-master

...............\CNN

...............\...\Main_CIFAR_CNN_slow_SGD.m

...............\...\Main_CNN_ImageNet_minimal.m

...............\...\PrepareData_CIFAR_CNN.m

...............\...\getCifarImdb.m

...............\...\net_init_cifar_slow.m

...............\...\test_im.JPG

...............\CoreModules

...............\...........\Main_Template.m

...............\...........\SwitchProcessor.m

...............\...........\TrainingScript.m

...............\...........\adagrad.m

...............\...........\adam.m

...............\...........\average_gradients_in_frames.m

...............\...........\bnorm.m

...............\...........\dropout.m

...............\...........\error_multiclass.m

...............\...........\fast_conv_layer.m

...............\...........\fast_mlp_layer.m

...............\...........\flipall.m

...............\...........\generate_output_filename.m

...............\...........\im2col_ln.m

...............\...........\lrn.m

...............\...........\maxpool.m

...............\...........\net_bp.m

...............\...........\net_ff.m

...............\...........\pad_data.m

...............\...........\relu.m

...............\...........\rmsprop.m

...............\...........\select_learning_rate.m

...............\...........\selective_sgd.m

...............\...........\sgd.m

...............\...........\sigmoid_ln.m

...............\...........\softmax.m

...............\...........\softmaxlogloss.m

...............\...........\tanh_ln.m

...............\...........\test_net.m

...............\...........\train_net.m

...............\ImageNetPreTrain.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_rnn.m

...............\...\rnn_bp.m

...............\...\rnn_ff.m

...............\...\test_rnn.m

...............\...\train_rnn.m

...............\ReinforcementLearning

...............\.....................\Cart_Pole.m

...............\.....................\Main_Cart_Pole_Q_Network.m

...............\.....................\Random_Pole_Cart.m

...............\.....................\is_valid_state.m

...............\.....................\net_init_pole.m

...............\.....................\plot_Cart_Pole.m

...............\.....................\plotcircle.m

...............\.....................\prob_push_right.m

...............\RunAll.m

...............\coco.png

...............\lightnet-intro.pdf

...............\lightnet-supplementary-materials.pdf

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