GitHub - Z-zuke/DeepLearning-with-Pytorch: 深度学习与PyTorch入门实战课程代码（jupyter notebook）

深度学习与PyTorch入门实战 code

课程大纲:

Name		Name	Last commit message	Last commit date
63 PokemonGo		63 PokemonGo
__pycache__		__pycache__
04 gradient-descent.ipynb		04 gradient-descent.ipynb
05 mnist-train.ipynb		05 mnist-train.ipynb
26 multi-classification.ipynb		26 multi-classification.ipynb
27 multi-classification-MLP.ipynb		27 multi-classification-MLP.ipynb
28 multi-classification-MLP-GPU.ipynb		28 multi-classification-MLP-GPU.ipynb
29 multi-classification-MLP-GPU-Visdom.ipynb		29 multi-classification-MLP-GPU-Visdom.ipynb
32 Train-Val-Test.ipynb		32 Train-Val-Test.ipynb
33 Regularization.ipynb		33 Regularization.ipynb
35 Early-stopping-dropout.ipynb		35 Early-stopping-dropout.ipynb
42 Resnet.ipynb		42 Resnet.ipynb
43 Module.ipynb		43 Module.ipynb
44 Data-argument.ipynb		44 Data-argument.ipynb
45 Cifar10-test.ipynb		45 Cifar10-test.ipynb
45 LeNet5.ipynb		45 LeNet5.ipynb
48 RNN&LSTM.ipynb		48 RNN&LSTM.ipynb
49 Series.ipynb		49 Series.ipynb
53 lstm-OriginalCode.ipynb		53 lstm-OriginalCode.ipynb
55 AutoEncoder.ipynb		55 AutoEncoder.ipynb
55 VariationalAutoEncoder.ipynb		55 VariationalAutoEncoder.ipynb
57 GAN.ipynb		57 GAN.ipynb
57 WGAN-gp.ipynb		57 WGAN-gp.ipynb
LSTM-Mnist (SuyebiubiuBlog).ipynb		LSTM-Mnist (SuyebiubiuBlog).ipynb
LSTM-regression (SuyebiubiuBlog).ipynb		LSTM-regression (SuyebiubiuBlog).ipynb
README.md		README.md
utils.py		utils.py