├── .gitignore ├── CV ├── AlexNet.ipynb ├── FCN.ipynb ├── NIN.ipynb ├── ResNet.ipynb ├── VGG.ipynb ├── images │ ├── FCN_network.png │ ├── FCNdecon.png │ ├── block.png │ ├── decon.gif │ ├── fcn_example.png │ ├── nin.png │ ├── resNets.jpg │ ├── resnets_table.png │ └── shortcut.png └── py │ ├── AlexNet.py │ ├── NIN.py │ ├── ResNet.py │ └── VGG.py ├── DRL ├── images │ └── cart_pole.gif ├── policy_gradients.ipynb └── py │ └── policy_gradients.py ├── GAN ├── DCGAN.ipynb ├── DCGAN_result │ ├── fake_images-10.png │ ├── fake_images-100.png │ ├── fake_images-200.png │ ├── fake_images-300.png │ ├── fake_images-400.png │ ├── fake_images-50.png │ └── fake_images-500.png ├── GAN.ipynb └── py │ ├── DCGAN.py │ ├── GAN.py │ └── VAE.py ├── NLP ├── LSTM.ipynb ├── LSTM │ ├── img │ │ └── num_layers.png │ └── jaychou_lyrics.txt ├── Word2Vec.ipynb ├── attention.ipynb ├── encode_decoder.ipynb ├── images │ ├── attention-decoder-network.png │ ├── decoder-network.png │ ├── encoder-network.png │ └── encoder_decoder.png ├── py │ ├── attention.py │ ├── encoder_decoder.py │ ├── lstm.py │ └── word2vec.py └── word2vec │ ├── kedu.jpg │ ├── neg_sample.jpg │ └── skipgram.jpg ├── Nueral_Style ├── images │ ├── candy.jpg │ └── hoovertowernight.jpg ├── neural-style.png ├── neural-style2.jpg ├── neural_style.ipynb ├── py │ └── neural_style.py └── result.jpg ├── Others ├── Capsule.ipynb ├── attention_all.ipynb ├── img │ ├── multi-head-attention.png │ └── scaled-dot-product-attention.png └── py │ ├── GCN.py │ └── attention_all.py ├── README.md ├── basis ├── 1、Tensor基础.ipynb ├── 2、autograd机制.ipynb ├── 3、线性回归.ipynb ├── 4、多层感知机.ipynb ├── 5、Dataset和DataLoader.ipynb ├── CNN和MNIST.ipynb ├── py │ ├── autograd.py │ ├── dataset.py │ ├── fine_tune.py │ ├── linear_regression.py │ ├── mlp.py │ ├── pretrain.py │ ├── rnn.py │ ├── save_load.py │ ├── simplecnn.py │ └── tensor_basis.py ├── rnn.ipynb ├── 参数初始化和使用预训练模型.ipynb ├── 模型保存和加载.ipynb └── 模型微调的各种trick.ipynb ├── dataSet ├── diabetes.csv.gz └── dinos.txt └── images ├── AlexNet.jpg ├── AlexNet2.jpg ├── DCGAN ├── DCGAN_D.png └── DCGAN_G.png ├── GAN ├── D.png ├── G.png ├── GAN.jpg ├── GAN_10.png ├── GAN_100.png ├── GAN_150.png ├── GAN_200.png ├── GAN_50.png └── GAN_eq.jpg ├── LeNet-5.png ├── Max_pooling.png ├── RNN ├── RNN-rolled.jpg ├── RNN.jpg ├── rnn_model.png └── sampling.png ├── VGG.png ├── Variable.png ├── no_padding_no_strides.gif └── padding_strides.gif /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LianHaiMiao/pytorch-lesson-zh/HEAD/.gitignore -------------------------------------------------------------------------------- /CV/AlexNet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LianHaiMiao/pytorch-lesson-zh/HEAD/CV/AlexNet.ipynb -------------------------------------------------------------------------------- /CV/FCN.ipynb: 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