├── README.md ├── _config.yml ├── assignment1 ├── README.md ├── collectSubmission.sh ├── cs231n │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── data_utils.cpython-36.pyc │ │ ├── features.cpython-36.pyc │ │ ├── gradient_check.cpython-36.pyc │ │ └── vis_utils.cpython-36.pyc │ ├── classifiers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── k_nearest_neighbor.cpython-36.pyc │ │ │ ├── linear_classifier.cpython-36.pyc │ │ │ ├── linear_svm.cpython-36.pyc │ │ │ ├── neural_net.cpython-36.pyc │ │ │ └── softmax.cpython-36.pyc │ │ ├── k_nearest_neighbor.py │ │ ├── linear_classifier.py │ │ ├── linear_svm.py │ │ ├── neural_net.py │ │ └── softmax.py │ ├── data_utils.py │ ├── datasets │ │ └── get_datasets.sh │ ├── features.py │ ├── gradient_check.py │ └── vis_utils.py ├── features.ipynb ├── frameworkpython ├── knn.ipynb ├── requirements.txt ├── setup_googlecloud.sh ├── softmax.ipynb ├── start_ipython_osx.sh ├── svm.ipynb └── two_layer_net.ipynb ├── assignment2 ├── BatchNormalization.ipynb ├── ConvolutionalNetworks.ipynb ├── Dropout.ipynb ├── FullyConnectedNets.ipynb ├── PyTorch.ipynb ├── README.md ├── TensorFlow.ipynb ├── collectSubmission.sh ├── cs231n │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── data_utils.cpython-36.pyc │ │ ├── fast_layers.cpython-36.pyc │ │ ├── fast_sed_layers.cpython-36.pyc │ │ ├── gradient_check.cpython-36.pyc │ │ ├── im2col.cpython-36.pyc │ │ ├── layer_utils.cpython-36.pyc │ │ ├── layers.cpython-36.pyc │ │ ├── optim.cpython-36.pyc │ │ ├── solver.cpython-36.pyc │ │ └── vis_utils.cpython-36.pyc │ ├── classifiers │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-36.pyc │ │ │ ├── cnn.cpython-36.pyc │ │ │ └── fc_net.cpython-36.pyc │ │ ├── cnn.py │ │ └── fc_net.py │ ├── data_utils.py │ ├── datasets │ │ └── get_datasets.sh │ ├── fast_layers.py │ ├── gradient_check.py │ ├── im2col.py │ ├── im2col_cython.c │ ├── im2col_cython.pyx │ ├── layer_utils.py │ ├── layers.py │ ├── optim.py │ ├── setup.py │ ├── solver.py │ └── vis_utils.py ├── frameworkpython ├── kitten.jpg ├── puppy.jpg ├── requirements.txt └── start_ipython_osx.sh └── assignment3 ├── GANs-PyTorch.ipynb ├── GANs-TensorFlow.ipynb ├── LSTM_Captioning.ipynb ├── Mahan └── Thumbs.db ├── NetworkVisualization-PyTorch.ipynb ├── NetworkVisualization-TensorFlow.ipynb ├── RNN_Captioning.ipynb ├── StyleTransfer-PyTorch.ipynb ├── StyleTransfer-TensorFlow.ipynb ├── Thumbs.db ├── collectSubmission.sh ├── cs231n ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── captioning_solver.cpython-36.pyc │ ├── coco_utils.cpython-36.pyc │ ├── data_utils.cpython-36.pyc │ ├── gradient_check.cpython-36.pyc │ ├── image_utils.cpython-36.pyc │ ├── layers.cpython-36.pyc │ ├── optim.cpython-36.pyc │ └── rnn_layers.cpython-36.pyc ├── captioning_solver.py ├── classifiers │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── rnn.cpython-36.pyc │ │ └── squeezenet.cpython-36.pyc │ ├── rnn.py │ └── squeezenet.py ├── coco_utils.py ├── data_utils.py ├── datasets 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