├── .gitignore ├── 60-Minute-Guide ├── 1_tensors.ipynb ├── 2_autograd.ipynb ├── 3_neural-networks.ipynb ├── 4_train-cifar10.ipynb ├── autograd_tutorial_en.ipynb ├── cifar10_tutorial_en.ipynb ├── neural_networks_tutorial_en.ipynb └── tensor_tutorial_en.ipynb ├── README.md ├── assets ├── cifar10.png └── neural.png ├── dataset └── train │ ├── ants_image │ ├── 0013035.jpg │ ├── 5650366_e22b7e1065.jpg │ ├── 6240329_72c01e663e.jpg │ ├── 6240338_93729615ec.jpg │ ├── 6743948_2b8c096dda.jpg │ ├── 7759525_1363d24e88.jpg │ └── 9715481_b3cb4114ff.jpg │ ├── ants_label │ ├── 0013035.txt │ ├── 5650366_e22b7e1065.txt │ ├── 6240329_72c01e663e.txt │ ├── 6240338_93729615ec.txt │ ├── 6743948_2b8c096dda.txt │ ├── 7759525_1363d24e88.txt │ └── 9715481_b3cb4114ff.txt │ ├── bees_image │ ├── 16838648_415acd9e3f.jpg │ ├── 17209602_fe5a5a746f.jpg │ ├── 21399619_3e61e5bb6f.jpg │ ├── 29494643_e3410f0d37.jpg │ ├── 36900412_92b81831ad.jpg │ ├── 39672681_1302d204d1.jpg │ ├── 39747887_42df2855ee.jpg │ ├── 85112639_6e860b0469.jpg │ ├── 90179376_abc234e5f4.jpg │ └── 92663402_37f379e57a.jpg │ └── bees_label │ ├── 16838648_415acd9e3f.txt │ ├── 17209602_fe5a5a746f.txt │ ├── 21399619_3e61e5bb6f.txt │ ├── 29494643_e3410f0d37.txt │ ├── 36900412_92b81831ad.txt │ ├── 39672681_1302d204d1.txt │ ├── 39747887_42df2855ee.txt │ ├── 85112639_6e860b0469.txt │ ├── 90179376_abc234e5f4.txt │ └── 92663402_37f379e57a.txt ├── imgs └── dog.png ├── note.md ├── scripts_liu ├── bingdundun.py ├── p2_exercise.py ├── p2_linearModel.py ├── p3_SGD.py ├── p3_gradientDescent.py ├── p4_backPropagation.py ├── p4_exercise.py └── p5_linear.py └── scripts_xiaotudui ├── CallTest.py ├── UsefulTransform_2.py ├── dataLoader.py ├── dataset_transform.py ├── model.py ├── nn_Module.py ├── nn_conv.py ├── nn_linear.py ├── nn_maxpool.py ├── nn_relu.py ├── p22_nn_seq.py ├── p23_nn_loss.py ├── p23_nn_loss_network.py ├── p24_nn_optim.py ├── p25_model_pretrained.py ├── p26_model_load.py ├── p26_model_save.py ├── read_data.py ├── 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