├── .gitignore ├── LICENSE ├── README.md ├── autoencoder ├── mnist_autoencoder.py ├── mnist_autoencoder_l1.py ├── mnist_conv_autoencoder.py └── mnist_deep_autoencoder.py ├── blog ├── keras00.md ├── keras01.md ├── keras02.md ├── keras03.md ├── keras04.md ├── keras05.md ├── keras06.md ├── keras07.md ├── keras08.md ├── keras09.md ├── keras10.md ├── keras11.md ├── keras12.md └── keras13.md ├── cnn ├── cifar10 │ ├── cifar10.py │ ├── plot_cifar10.py │ ├── plot_results.py │ ├── result_with_datagen │ │ ├── history.txt │ │ └── model.png │ ├── result_without_datagen │ │ ├── history.txt │ │ └── model.png │ ├── val_acc.png │ ├── val_loss.png │ └── visualize_filters.py └── mnist │ ├── mnist.py │ ├── plot_mnist.py │ └── result │ ├── acc.png │ ├── loss.png │ ├── model.png │ ├── weight_after.png │ └── weight_before.png ├── data ├── ex2data1.txt ├── pima-indians-diabetes.data └── sonar.csv ├── datagen ├── result │ ├── result_channel_shift.jpg │ ├── result_height_shift.jpg │ ├── result_horizontal_flip.jpg │ ├── result_rotation.jpg │ ├── result_samplewise_center.jpg │ ├── result_samplewise_std_normalization.jpg │ ├── result_shear.jpg │ ├── result_vertical_flip.jpg │ ├── result_width_shift.jpg │ ├── result_zoom.jpg │ ├── zca_whitening_after.png │ └── zca_whitening_before.png ├── test_datagen1.py ├── test_datagen2.py └── test_datagen3.py ├── dream ├── deep_dream.py ├── dream1.py ├── inception.txt ├── results │ ├── block1_conv1.png │ ├── block2_conv1.png │ ├── block3_conv1.png │ ├── block4_conv1.png │ ├── block5_conv1.png │ ├── block5_conv2.png │ ├── block5_conv3.png │ ├── initial_image.png │ ├── lpnorm.png │ ├── result.png │ ├── result1.png │ ├── result2.png │ ├── result3.png │ ├── sky.jpg │ ├── sky_bad_trip.png │ ├── sky_dreamy.png │ ├── tv.png │ ├── vgg16_linear.png │ └── vgg16_sigmoid.png ├── vgg16_linear.py └── visualize_vgg16.py ├── gan └── dcgan_mnist.py ├── imagenet ├── compress.sh ├── image_crawler.py └── imagenet_class_index.json ├── logreg ├── ex2data1.py └── result_ex2data1 │ ├── data.png │ └── result.png ├── lstm ├── alphabet_lstm.py └── lstm_qa.py ├── mlp ├── cifar10.py ├── iris.py ├── mnist.py ├── pima.py ├── pima_checkpoint.py └── result_mnist │ ├── acc.png │ ├── loss.png │ └── model.png ├── nlp └── reuters.py ├── regression ├── boston1.py ├── boston2.py ├── boston3.py └── boston4.py ├── vae └── mnist_vae.py ├── vgg16 ├── 17flowers │ ├── evaluate.py │ ├── extractor.py │ ├── finetuning.py │ ├── finetuning_with_preprocess.py │ ├── labels.txt │ ├── plot_results.py │ ├── predict.py │ ├── predict_with_preprocess.py │ ├── results │ │ ├── history_extractor.txt │ │ ├── history_finetuning.txt │ │ ├── history_finetuning_with_preprocess.txt │ │ ├── history_smallcnn.txt │ │ ├── model.png │ │ ├── val_acc.png │ │ └── val_loss.png │ ├── setup.py │ ├── smallcnn.py │ └── vgg_scratch.py ├── dogs_vs_cats │ ├── extractor.py │ ├── finetuning.py │ ├── plot_results.py │ ├── predict.py │ ├── results │ │ ├── history_extractor.txt │ │ ├── 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