| CNN/ | - | |
| CONTRIBUTING.md | 4.5 KB | |
| README.md | 2 KB | |
| RNN/ | - | |
| custom_data/ | - | |
| data-01-test-score.csv | 325 bytes | |
| data-02-stock_daily.csv | 36.3 KB | |
| data-03-diabetes.csv | 53.4 KB | |
| data-04-zoo.csv | 4.3 KB | |
| docker/ | - | |
| docker_user_guide.md | 5.2 KB | |
| figs/ | - | |
| figures/ | - | |
| lab-01_tensor_manipulation.ipynb | 26.2 KB | |
| lab-02_linear_regression.ipynb | 17.2 KB | |
| lab-03_minimizing_cost.ipynb | 39.3 KB | |
| lab-04_1_multivariable_linear_regression.ipynb | 13.1 KB | |
| lab-04_2_load_data.ipynb | 13.7 KB | |
| lab-05_logistic_classification.ipynb | 24.9 KB | |
| lab-06_1_softmax_classification.ipynb | 14.2 KB | |
| lab-06_2_fancy_softmax_classification.ipynb | 10.6 KB | |
| lab-07_1_tips.ipynb | 18.5 KB | |
| lab-07_2_mnist_introduction.ipynb | 11.2 KB | |
| lab-08_1_xor.ipynb | 6.7 KB | |
| lab-08_2_xor_nn.ipynb | 7 KB | |
| lab-08_3_xor_nn_wide_deep.ipynb | 7.1 KB | |
| lab-08_4_mnist_back_prop.ipynb | 5.9 KB | |
| lab-09_1_mnist_softmax.ipynb | 6.6 KB | |
| lab-09_2_mnist_nn.ipynb | 7 KB | |
| lab-09_3_mnist_nn_xavier.ipynb | 7.2 KB | |
| lab-09_4_mnist_nn_deep.ipynb | 7.2 KB | |
| lab-09_5_mnist_nn_dropout.ipynb | 7.7 KB | |
| lab-09_6_mnist_batchnorm.ipynb | 131.6 KB | |
| lab-09_7_mnist_nn_selu(wip).ipynb | 7.6 KB | |
| lab-10_1_mnist_cnn.ipynb | 5.8 KB | |
| lab-10_2_mnist_deep_cnn.ipynb | 7.8 KB | |
| lab-10_3_1_visdom-example.ipynb | 7.3 KB | |
| lab-10_3_2_MNIST-CNN with Visdom.ipynb | 7.2 KB | |
| lab-10_4_1_ImageFolder_1.ipynb | 1.7 KB | |
| lab-10_4_2_ImageFolder_2.ipynb | 6.1 KB | |
| lab-10_5_1_Advance-cnn(VGG).ipynb | 7.7 KB | |
| lab-10_5_2_Aadvance-CNN(VGG_cifar10).ipynb | 10.2 KB | |
| lab-10_6_1_Advance-CNN(Resnet).ipynb | 22.9 KB | |
| lab-10_6_2_Advance-CNN(ResNet_cifar10).ipynb | 13.5 KB | |
| lab-11_1_RNN_basics.ipynb | 3.2 KB | |
| lab-11_2_1_charseq.ipynb | 12.6 KB | |
| lab-11_2_2_hihello.ipynb | 15.8 KB | |
| lab-11_3_longseq.ipynb | 31.3 KB | |
| lab-11_4_timeseries.ipynb | 417.4 KB | |
| lab-11_5_seq2seq.ipynb | 13.2 KB | |
