├── README.md ├── assign_soln_2017 ├── assignment1 │ ├── .gitignore │ ├── .ipynb_checkpoints │ │ ├── features-checkpoint.ipynb │ │ ├── knn-checkpoint.ipynb │ │ ├── softmax-checkpoint.ipynb │ │ ├── svm-checkpoint.ipynb │ │ └── two_layer_net-checkpoint.ipynb │ ├── README.md │ ├── collectSubmission.sh │ ├── 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 │ │ │ ├── .gitignore │ │ │ └── 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 │ ├── .gitignore │ ├── .ipynb_checkpoints │ │ ├── BatchNormalization-checkpoint.ipynb │ │ ├── ConvolutionalNetworks-checkpoint.ipynb │ │ ├── Dropout-checkpoint.ipynb │ │ ├── FullyConnectedNets-checkpoint.ipynb │ │ ├── PyTorch-checkpoint.ipynb │ │ └── TensorFlow-checkpoint.ipynb │ ├── BatchNormalization.ipynb │ ├── ConvolutionalNetworks.ipynb │ ├── Dropout.ipynb │ ├── FullyConnectedNets.ipynb │ ├── PyTorch.ipynb │ ├── README.md │ ├── TensorFlow.ipynb │ ├── collectSubmission.sh │ ├── 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.cp36-win_amd64.pyd │ │ ├── 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 │ ├── .gitignore │ ├── .ipynb_checkpoints │ ├── GANs-PyTorch-checkpoint.ipynb │ ├── GANs-TensorFlow-checkpoint.ipynb │ ├── LSTM_Captioning-checkpoint.ipynb │ ├── NetworkVisualization-PyTorch-checkpoint.ipynb │ ├── NetworkVisualization-TensorFlow-checkpoint.ipynb │ ├── RNN_Captioning-checkpoint.ipynb │ ├── StyleTransfer-PyTorch-checkpoint.ipynb │ └── StyleTransfer-TensorFlow-checkpoint.ipynb │ ├── GANs-PyTorch.ipynb │ ├── GANs-TensorFlow.ipynb │ ├── LSTM_Captioning.ipynb │ ├── NetworkVisualization-PyTorch.ipynb │ ├── NetworkVisualization-TensorFlow.ipynb │ ├── RNN_Captioning.ipynb │ ├── StyleTransfer-PyTorch.ipynb │ ├── StyleTransfer-TensorFlow.ipynb │ ├── collectSubmission.sh │ ├── cs231n │ ├── .gitignore │ ├── __init__.py │ ├── captioning_solver.py │ ├── classifiers │ │ ├── __init__.py │ │ ├── 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 │ ├── frameworkpython │ ├── gan-checks-tf.npz │ ├── gan_outputs_pytorch.png │ ├── gan_outputs_tf.png │ ├── kitten.jpg │ ├── requirements.txt │ ├── sky.jpg │ ├── start_ipython_osx.sh │ ├── style-transfer-checks-tf.npz │ ├── style-transfer-checks.npz │ ├── styles │ ├── composition_vii.jpg │ ├── muse.jpg │ ├── starry_night.jpg │ ├── the_scream.jpg │ └── tubingen.jpg │ └── where_are_my_drivers.sh ├── cs231n.PNG └── exam ├── CS231NSampleMidterm.pdf └── CS231NSampleMidtermSolutions.pdf /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kushagra06/CS231n_CNN/HEAD/README.md -------------------------------------------------------------------------------- /assign_soln_2017/assignment1/.gitignore: 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