├── .gitattributes ├── .gitignore ├── .travis.yml ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── applications └── self_driving │ ├── README.md │ ├── images │ ├── blank.png │ ├── left.png │ └── straight.png │ ├── model.py │ ├── visualize_attention.ipynb │ └── weights.hdf5 ├── docs ├── README.md ├── __init__.py ├── md_autogen.py ├── mkdocs.yml ├── templates │ ├── css │ │ └── extras.css │ └── visualizations │ │ ├── activation_maximization.md │ │ ├── class_activation_maps.md │ │ └── saliency.md └── update_docs.py ├── examples ├── mnist │ ├── activation_maximization.ipynb │ └── attention.ipynb ├── resnet │ └── attention.ipynb └── vggnet │ ├── activation_maximization.ipynb │ ├── attention.ipynb │ └── images │ ├── ouzel1.jpg │ └── ouzel2.jpg ├── images ├── attention_vis │ ├── cover.png │ ├── grad-cam.png │ └── saliency_map.png ├── conv_vis │ ├── block1_conv2_filters.jpg │ ├── block2_conv2_filters.jpg │ ├── block3_conv3_filters.jpg │ ├── block4_conv3_filters.jpg │ ├── block5_conv3_filters.jpg │ ├── block5_conv3_filters_no_tv.jpg │ ├── cover.jpg │ └── filter_67.png ├── dense_vis │ ├── cover.png │ ├── ouzel_vis.png │ ├── random_imagenet.png │ └── random_imagenet_no_tv.png └── opt_progress.gif ├── pytest.ini ├── resources └── imagenet_class_index.json ├── setup.cfg ├── setup.py ├── tests └── vis │ ├── backend │ └── test_backend.py │ ├── test_optimizer.py │ ├── utils │ └── test_utils.py │ └── visualization │ └── test_saliency.py └── vis ├── __init__.py ├── backend ├── __init__.py ├── tensorflow_backend.py └── theano_backend.py ├── backprop_modifiers.py ├── callbacks.py ├── grad_modifiers.py ├── input_modifiers.py ├── losses.py ├── optimizer.py ├── regularizers.py ├── utils ├── __init__.py ├── test_utils.py └── utils.py └── visualization ├── __init__.py ├── activation_maximization.py └── saliency.py /.gitattributes: -------------------------------------------------------------------------------- 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