├── CS231n-notes.md ├── README.md ├── assignment1 ├── README.md ├── collectSubmission.sh ├── collect_submission.ipynb ├── cs231n │ ├── __init__.py │ ├── classifiers │ │ ├── __init__.py │ │ ├── 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 ├── makepdf.py ├── requirements.txt ├── softmax.ipynb ├── start_ipython_osx.sh ├── svm.ipynb └── two_layer_net.ipynb ├── assignment2 ├── .DS_Store ├── BatchNormalization.ipynb ├── ConvolutionalNetworks.ipynb ├── Dropout.ipynb ├── FullyConnectedNets.ipynb ├── PyTorch.ipynb ├── TensorFlow.ipynb ├── collectSubmission.sh ├── collect_submission.ipynb ├── cs231n │ ├── .DS_Store │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── data_utils.cpython-37.pyc │ │ ├── fast_layers.cpython-37.pyc │ │ ├── gradient_check.cpython-37.pyc │ │ ├── im2col.cpython-37.pyc │ │ ├── layer_utils.cpython-37.pyc │ │ ├── layers.cpython-37.pyc │ │ ├── optim.cpython-37.pyc │ │ ├── solver.cpython-37.pyc │ │ └── vis_utils.cpython-37.pyc │ ├── build │ │ └── temp.linux-x86_64-3.7 │ │ │ └── im2col_cython.o │ ├── classifiers │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── cnn.cpython-37.pyc │ │ │ └── fc_net.cpython-37.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.cpython-37m-x86_64-linux-gnu.so │ ├── im2col_cython.pyx │ ├── layer_utils.py │ ├── layers.py │ ├── notebook_images │ │ ├── batchnorm_graph.png │ │ ├── kitten.jpg │ │ ├── normalization.png │ │ └── puppy.jpg │ ├── optim.py │ ├── setup.py │ ├── solver.py │ └── vis_utils.py ├── frameworkpython ├── makepdf.py ├── requirements.txt └── start_ipython_osx.sh └── assignment3 ├── .DS_Store ├── .RNN_Captioning.ipynb.icloud ├── Generative_Adversarial_Networks_PyTorch.ipynb ├── Generative_Adversarial_Networks_TF.ipynb ├── LSTM_Captioning.ipynb ├── NetworkVisualization-PyTorch.ipynb ├── NetworkVisualization-TensorFlow.ipynb ├── StyleTransfer-PyTorch.ipynb ├── StyleTransfer-TensorFlow.ipynb ├── collectSubmission.sh ├── collect_submission.ipynb ├── cs231n ├── .DS_Store ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── captioning_solver.cpython-37.pyc │ ├── coco_utils.cpython-37.pyc │ ├── data_utils.cpython-37.pyc │ ├── gan_pytorch.cpython-37.pyc │ ├── gradient_check.cpython-37.pyc │ ├── image_utils.cpython-37.pyc │ ├── layers.cpython-37.pyc │ ├── net_visualization_pytorch.cpython-37.pyc │ ├── optim.cpython-37.pyc │ ├── rnn_layers.cpython-37.pyc │ └── style_transfer_pytorch.cpython-37.pyc ├── captioning_solver.py ├── classifiers │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ └── rnn.cpython-37.pyc │ ├── rnn.py │ └── squeezenet.py ├── coco_utils.py ├── data_utils.py ├── datasets │ ├── .imagenet_val_25.npz.icloud │ ├── .squeezenet.ckpt.data-00000-of-00001.icloud │ ├── get_assignment3_data.sh │ ├── get_coco_captioning.sh │ ├── get_dataset.sh │ ├── get_datasets.sh │ ├── get_imagenet_val.sh │ ├── get_squeezenet_tf.sh │ └── squeezenet.ckpt.index ├── fast_layers.py ├── gan_pytorch.py ├── gan_tf.py ├── gradient_check.py ├── im2col.py ├── im2col_cython.pyx ├── image_utils.py ├── layer_utils.py ├── layers.py ├── net_visualization_pytorch.py ├── net_visualization_tensorflow.py ├── optim.py ├── rnn_layers.py ├── setup.py ├── style_transfer_pytorch.py ├── style_transfer_tensorflow.py └── styles │ ├── 1.jpg │ ├── composition_vii.jpg │ ├── muse.jpg │ ├── starry_night.jpg │ ├── the_scream.jpg │ └── tubingen.jpg ├── example_styletransfer.png ├── frameworkpython ├── gan-checks-tf.npz ├── gan_outputs_pytorch.png ├── gan_outputs_tf.png ├── kitten.jpg ├── makepdf.py ├── requirements.txt ├── sky.jpg ├── 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