├── .gitignore ├── LICENSE ├── README.md ├── class1 ├── p13_backpropagation.py ├── p17_constant.py ├── p18_convert_to_tensor.py ├── p19_zeros_ones_fill.py ├── p21_random.normal.py ├── p22_random.uniform.py ├── p23_cast_reduce_minmax.py.py ├── p25_reduce_meansum.py ├── p29_add_subtract_multiply_divide.py ├── p30_square_pow_sqrt.py ├── p31_matmul.py ├── p33_from_tensor_slices.py ├── p34_GradientTape.py ├── p35_enumerate.py ├── p37_one_hot..py ├── p38_forward.py ├── p39_softmax.py ├── p40_assign_sub.py ├── p41_argmax.py ├── p43_datasets.load_iris.py └── p45_iris.py ├── class2 ├── dot.csv ├── p10_backpropagation_decaylr.py ├── p19_mse.py ├── p20_custom.py ├── p22_ce.py ├── p23_softmaxce.py ├── p29_regularizationcontain.py ├── p29_regularizationfree.py ├── p32_sgd.py ├── p34_sgdm.py ├── p36_adagrad.py ├── p38_rmsprop.py ├── p40_adam.py ├── p4_where.py ├── p5_RandomState.py ├── p6_vstack.py ├── p7_mgrid.py └── 优化器对比.docx ├── class3 ├── p11_iris_class.py ├── p13_mnist_datasets.py ├── p14_mnist_sequential.py ├── p15_mnist_class.py ├── p16_fashion_class.py ├── p16_fashion_sequential.py └── p8_iris_sequential.py ├── class4 ├── FASHION_FC │ ├── 0_t-shirt.jpeg │ ├── 1_trouser.jpeg │ ├── 2_pullover.jpeg │ ├── 3_dress.jpeg │ ├── 4_coat.jpeg │ ├── 5_sandal.jpeg │ ├── 6_shirt.jpeg │ ├── 7_sneaker.jpeg │ ├── 8_bag.jpeg │ ├── 9_ankle_boot.jpeg │ ├── P8_fashion_train_ex1.py │ ├── p11_show_augmented _images.py │ ├── p13_fashion_train_ex2.py │ ├── p16_fashion_train_ex3.py │ ├── p19_fashion_train_ex4.py │ ├── p23_fashion_train_ex5.py │ ├── p27_fashion_app.py │ ├── p27_fashion_app_ex.py │ ├── p4_fashion_train_baseline.py │ └── 较mnist对应文件修改点.doc └── MNIST_FC │ ├── 0.png │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── p11_show_augmented _images.py │ ├── p13_mnist_train_ex2.py │ ├── p16_mnist_train_ex3.py │ ├── p19_mnist_train_ex4.py │ ├── p23_mnist_train_ex5.py │ ├── p27_mnist_app.py │ ├── p28_mnist_app.py │ ├── p28_mnist_app_ex.py │ ├── p4_mnist_train_baseline.py │ └── p8_mnist_train_ex1.py ├── class5 ├── CIFAR10_CNN │ ├── P31_cifar10_lenet5.py │ ├── p24_cifar10_datasets.py │ ├── p27_cifar10_baseline.py │ ├── p34_cifar10_alexnet8.py │ ├── p36_cifar10_vgg16.py │ ├── p40_cifar10_inception10.py │ └── p46_cifar10_resnet18.py └── FASHION_CNN │ ├── P31_fashion_lenet5.py │ ├── p24_fashion_datasets.py │ ├── p27_fashion_baseline.py │ ├── p34_fashion_alexnet8.py │ ├── p36_fashion_vgg16.py │ ├── p40_fashion_inception10.py │ └── p46_fashion_resnet18.py ├── class6 ├── SH600519.csv ├── p15_rnn_onehot_1pre1.py ├── p21_rnn_onehot_4pre1.py ├── p27_rnn_embedding_1pre1.py ├── p32_rnn_embedding_4pre1.py ├── p37_tushare.py ├── p38_rnn_stock.py ├── p47_LSTM_stock.py └── p56_GRU_stock.py └── exercise ├── dataaugument.ipynb └── resnet18.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/README.md -------------------------------------------------------------------------------- /class1/p13_backpropagation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p13_backpropagation.py -------------------------------------------------------------------------------- /class1/p17_constant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p17_constant.py -------------------------------------------------------------------------------- /class1/p18_convert_to_tensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p18_convert_to_tensor.py -------------------------------------------------------------------------------- /class1/p19_zeros_ones_fill.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p19_zeros_ones_fill.py -------------------------------------------------------------------------------- /class1/p21_random.normal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p21_random.normal.py -------------------------------------------------------------------------------- /class1/p22_random.uniform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p22_random.uniform.py -------------------------------------------------------------------------------- /class1/p23_cast_reduce_minmax.py.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p23_cast_reduce_minmax.py.py -------------------------------------------------------------------------------- /class1/p25_reduce_meansum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p25_reduce_meansum.py -------------------------------------------------------------------------------- /class1/p29_add_subtract_multiply_divide.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p29_add_subtract_multiply_divide.py -------------------------------------------------------------------------------- /class1/p30_square_pow_sqrt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p30_square_pow_sqrt.py -------------------------------------------------------------------------------- /class1/p31_matmul.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p31_matmul.py -------------------------------------------------------------------------------- /class1/p33_from_tensor_slices.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p33_from_tensor_slices.py -------------------------------------------------------------------------------- /class1/p34_GradientTape.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p34_GradientTape.py -------------------------------------------------------------------------------- /class1/p35_enumerate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p35_enumerate.py -------------------------------------------------------------------------------- /class1/p37_one_hot..py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p37_one_hot..py -------------------------------------------------------------------------------- /class1/p38_forward.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p38_forward.py -------------------------------------------------------------------------------- /class1/p39_softmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p39_softmax.py -------------------------------------------------------------------------------- /class1/p40_assign_sub.py: -------------------------------------------------------------------------------- 1 | import tensorflow as tf 2 | 3 | x = tf.Variable(4) 4 | x.assign_sub(1) 5 | print("x:", x) # 4-1=3 6 | -------------------------------------------------------------------------------- /class1/p41_argmax.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p41_argmax.py -------------------------------------------------------------------------------- /class1/p43_datasets.load_iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p43_datasets.load_iris.py -------------------------------------------------------------------------------- /class1/p45_iris.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class1/p45_iris.py -------------------------------------------------------------------------------- /class2/dot.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/dot.csv -------------------------------------------------------------------------------- /class2/p10_backpropagation_decaylr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p10_backpropagation_decaylr.py -------------------------------------------------------------------------------- /class2/p19_mse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p19_mse.py -------------------------------------------------------------------------------- /class2/p20_custom.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p20_custom.py -------------------------------------------------------------------------------- /class2/p22_ce.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p22_ce.py -------------------------------------------------------------------------------- /class2/p23_softmaxce.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p23_softmaxce.py -------------------------------------------------------------------------------- /class2/p29_regularizationcontain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p29_regularizationcontain.py -------------------------------------------------------------------------------- /class2/p29_regularizationfree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p29_regularizationfree.py -------------------------------------------------------------------------------- /class2/p32_sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p32_sgd.py -------------------------------------------------------------------------------- /class2/p34_sgdm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p34_sgdm.py -------------------------------------------------------------------------------- /class2/p36_adagrad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p36_adagrad.py -------------------------------------------------------------------------------- /class2/p38_rmsprop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p38_rmsprop.py -------------------------------------------------------------------------------- /class2/p40_adam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p40_adam.py -------------------------------------------------------------------------------- /class2/p4_where.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p4_where.py -------------------------------------------------------------------------------- /class2/p5_RandomState.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p5_RandomState.py -------------------------------------------------------------------------------- /class2/p6_vstack.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p6_vstack.py -------------------------------------------------------------------------------- /class2/p7_mgrid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/p7_mgrid.py -------------------------------------------------------------------------------- /class2/优化器对比.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class2/优化器对比.docx -------------------------------------------------------------------------------- /class3/p11_iris_class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p11_iris_class.py -------------------------------------------------------------------------------- /class3/p13_mnist_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p13_mnist_datasets.py -------------------------------------------------------------------------------- /class3/p14_mnist_sequential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p14_mnist_sequential.py -------------------------------------------------------------------------------- /class3/p15_mnist_class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p15_mnist_class.py -------------------------------------------------------------------------------- /class3/p16_fashion_class.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p16_fashion_class.py -------------------------------------------------------------------------------- /class3/p16_fashion_sequential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p16_fashion_sequential.py -------------------------------------------------------------------------------- /class3/p8_iris_sequential.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class3/p8_iris_sequential.py -------------------------------------------------------------------------------- /class4/FASHION_FC/0_t-shirt.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/0_t-shirt.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/1_trouser.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/1_trouser.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/2_pullover.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/2_pullover.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/3_dress.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/3_dress.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/4_coat.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/4_coat.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/5_sandal.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/5_sandal.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/6_shirt.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/6_shirt.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/7_sneaker.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/7_sneaker.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/8_bag.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/8_bag.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/9_ankle_boot.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/9_ankle_boot.jpeg -------------------------------------------------------------------------------- /class4/FASHION_FC/P8_fashion_train_ex1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/P8_fashion_train_ex1.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p11_show_augmented _images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p11_show_augmented _images.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p13_fashion_train_ex2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p13_fashion_train_ex2.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p16_fashion_train_ex3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p16_fashion_train_ex3.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p19_fashion_train_ex4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p19_fashion_train_ex4.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p23_fashion_train_ex5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p23_fashion_train_ex5.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p27_fashion_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p27_fashion_app.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p27_fashion_app_ex.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p27_fashion_app_ex.py -------------------------------------------------------------------------------- /class4/FASHION_FC/p4_fashion_train_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/p4_fashion_train_baseline.py -------------------------------------------------------------------------------- /class4/FASHION_FC/较mnist对应文件修改点.doc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/FASHION_FC/较mnist对应文件修改点.doc -------------------------------------------------------------------------------- /class4/MNIST_FC/0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/0.png -------------------------------------------------------------------------------- /class4/MNIST_FC/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/1.png -------------------------------------------------------------------------------- /class4/MNIST_FC/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/2.png -------------------------------------------------------------------------------- /class4/MNIST_FC/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/3.png -------------------------------------------------------------------------------- /class4/MNIST_FC/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/4.png -------------------------------------------------------------------------------- /class4/MNIST_FC/5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/5.png -------------------------------------------------------------------------------- /class4/MNIST_FC/6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/6.png -------------------------------------------------------------------------------- /class4/MNIST_FC/7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/7.png -------------------------------------------------------------------------------- /class4/MNIST_FC/8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/8.png -------------------------------------------------------------------------------- /class4/MNIST_FC/9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/9.png -------------------------------------------------------------------------------- /class4/MNIST_FC/p11_show_augmented _images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p11_show_augmented _images.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p13_mnist_train_ex2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p13_mnist_train_ex2.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p16_mnist_train_ex3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p16_mnist_train_ex3.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p19_mnist_train_ex4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p19_mnist_train_ex4.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p23_mnist_train_ex5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p23_mnist_train_ex5.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p27_mnist_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p27_mnist_app.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p28_mnist_app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p28_mnist_app.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p28_mnist_app_ex.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p28_mnist_app_ex.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p4_mnist_train_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p4_mnist_train_baseline.py -------------------------------------------------------------------------------- /class4/MNIST_FC/p8_mnist_train_ex1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class4/MNIST_FC/p8_mnist_train_ex1.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/P31_cifar10_lenet5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/P31_cifar10_lenet5.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p24_cifar10_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p24_cifar10_datasets.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p27_cifar10_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p27_cifar10_baseline.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p34_cifar10_alexnet8.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p34_cifar10_alexnet8.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p36_cifar10_vgg16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p36_cifar10_vgg16.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p40_cifar10_inception10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p40_cifar10_inception10.py -------------------------------------------------------------------------------- /class5/CIFAR10_CNN/p46_cifar10_resnet18.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/CIFAR10_CNN/p46_cifar10_resnet18.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/P31_fashion_lenet5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/P31_fashion_lenet5.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p24_fashion_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p24_fashion_datasets.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p27_fashion_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p27_fashion_baseline.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p34_fashion_alexnet8.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p34_fashion_alexnet8.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p36_fashion_vgg16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p36_fashion_vgg16.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p40_fashion_inception10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p40_fashion_inception10.py -------------------------------------------------------------------------------- /class5/FASHION_CNN/p46_fashion_resnet18.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class5/FASHION_CNN/p46_fashion_resnet18.py -------------------------------------------------------------------------------- /class6/SH600519.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/SH600519.csv -------------------------------------------------------------------------------- /class6/p15_rnn_onehot_1pre1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p15_rnn_onehot_1pre1.py -------------------------------------------------------------------------------- /class6/p21_rnn_onehot_4pre1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p21_rnn_onehot_4pre1.py -------------------------------------------------------------------------------- /class6/p27_rnn_embedding_1pre1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p27_rnn_embedding_1pre1.py -------------------------------------------------------------------------------- /class6/p32_rnn_embedding_4pre1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p32_rnn_embedding_4pre1.py -------------------------------------------------------------------------------- /class6/p37_tushare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p37_tushare.py -------------------------------------------------------------------------------- /class6/p38_rnn_stock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p38_rnn_stock.py -------------------------------------------------------------------------------- /class6/p47_LSTM_stock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p47_LSTM_stock.py -------------------------------------------------------------------------------- /class6/p56_GRU_stock.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/class6/p56_GRU_stock.py -------------------------------------------------------------------------------- /exercise/dataaugument.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/exercise/dataaugument.ipynb -------------------------------------------------------------------------------- /exercise/resnet18.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jlff/tf2_notes/HEAD/exercise/resnet18.ipynb --------------------------------------------------------------------------------