├── .DS_Store ├── 1_Getting_Started_入门.md ├── 2_Classifying_MNIST_using_LR_逻辑回归进行MNIST分类.md ├── 3_Multilayer_Perceptron_多层感知机.md ├── 4_Convoltional_Neural_Networks_LeNet_卷积神经网络.md ├── 5_Denoising_Autoencoders_降噪自动编码.md ├── 6_Stacked_Denoising_Autoencoders_层叠降噪自动编码机.md ├── 7_Restricted_Boltzmann_Machine_受限波尔兹曼机.md ├── README.md └── images ├── .DS_Store ├── 1_0-1_loss_1.png ├── 1_0-1_loss_2.png ├── 1_0-1_loss_3.png ├── 1_l1_l2_regularization_1.png ├── 1_l1_l2_regularization_2.png ├── 1_negative_log_likelihod_1.png ├── 1_negative_log_likelihod_2.png ├── 2_defining_a_loss_function_1.png ├── 2_the_model_1.png ├── 2_the_model_2.png ├── 3_from_lr_to_mlp_1.png ├── 3_the_model_1.png ├── 3_the_model_2.png ├── 3_the_model_3.png ├── 3wolfmoon.jpg ├── 4_conv_operator_1.png ├── 4_detail_notation_1.png ├── 4_detail_notation_2.png ├── 4_detail_notation_3.png ├── 4_full_model_1.png ├── 4_sparse_con_1.png ├── 5_autoencoders_1.png ├── 5_autoencoders_2.png ├── 5_autoencoders_3.png ├── 5_autoencoders_4.png 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