├── README.md ├── assignment1 ├── README.md ├── cs231n │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── data_utils.cpython-35.pyc │ │ ├── features.cpython-35.pyc │ │ ├── gradient_check.cpython-35.pyc │ │ └── vis_utils.cpython-35.pyc │ ├── classifiers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-35.pyc │ │ │ ├── k_nearest_neighbor.cpython-35.pyc │ │ │ ├── linear_classifier.cpython-35.pyc │ │ │ ├── linear_svm.cpython-35.pyc │ │ │ ├── neural_net.cpython-35.pyc │ │ │ └── softmax.cpython-35.pyc │ │ ├── k_nearest_neighbor.py │ │ ├── linear_classifier.py │ │ ├── linear_svm.py │ │ ├── neural_net.py │ │ └── softmax.py │ ├── data_utils.py │ ├── datasets │ │ ├── .gitignore │ │ └── get_datasets.sh │ ├── features.py │ ├── gradient_check.py │ └── vis_utils.py ├── knn.ipynb ├── softmax.ipynb ├── svm.ipynb └── two_layer_net.ipynb ├── assignment2 ├── BatchNormalization.ipynb ├── ConvolutionalNetworks.ipynb ├── Dropout.ipynb ├── FullyConnectedNets.ipynb ├── PyTorch.ipynb ├── README.md ├── cs231n │ ├── .gitignore │ ├── __init__.py │ ├── classifiers │ │ ├── __init__.py │ │ ├── cnn.py │ │ └── fc_net.py │ ├── data_utils.py │ ├── datasets │ │ ├── .gitignore │ │ └── get_datasets.sh │ ├── fast_layers.py │ ├── gradient_check.py │ ├── im2col.py │ ├── im2col_cython.pyx │ ├── layer_utils.py │ ├── layers.py │ ├── optim.py │ ├── setup.py │ ├── solver.py │ └── vis_utils.py ├── kitten.jpg └── puppy.jpg └── assignment3 ├── GANs-PyTorch.ipynb ├── LSTM_Captioning.ipynb ├── NetworkVisualization-PyTorch.ipynb ├── README.md ├── RNN_Captioning.ipynb ├── StyleTransfer-PyTorch.ipynb ├── cs231n ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-35.pyc │ ├── __init__.cpython-36.pyc │ ├── captioning_solver.cpython-35.pyc │ ├── captioning_solver.cpython-36.pyc │ ├── coco_utils.cpython-35.pyc │ ├── coco_utils.cpython-36.pyc │ ├── data_utils.cpython-36.pyc │ ├── gradient_check.cpython-35.pyc │ ├── gradient_check.cpython-36.pyc │ ├── image_utils.cpython-35.pyc │ ├── image_utils.cpython-36.pyc │ ├── layers.cpython-35.pyc │ ├── layers.cpython-36.pyc │ ├── optim.cpython-35.pyc │ ├── optim.cpython-36.pyc │ ├── rnn_layers.cpython-35.pyc │ └── rnn_layers.cpython-36.pyc ├── captioning_solver.py ├── classifiers │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── rnn.cpython-35.pyc │ │ └── rnn.cpython-36.pyc │ ├── rnn.py │ └── squeezenet.py ├── coco_utils.py ├── data_utils.py ├── datasets │ ├── get_assignment3_data.sh │ ├── get_coco_captioning.sh │ ├── get_imagenet_val.sh │ └── get_squeezenet_tf.sh ├── fast_layers.py ├── gradient_check.py ├── im2col.py ├── im2col_cython.pyx ├── image_utils.py ├── layer_utils.py ├── layers.py ├── optim.py ├── rnn_layers.py └── setup.py ├── example_styletransfer.png ├── gan-checks-tf.npz ├── gan_outputs_pytorch.png ├── kitten.jpg ├── sky.jpg ├── style-transfer-checks.npz └── styles ├── composition_vii.jpg ├── muse.jpg ├── starry_night.jpg ├── the_scream.jpg └── 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