├── .gitignore ├── README.md ├── autolab └── chunks.py ├── math ├── logsumexp.pdf ├── logsumexp.tex └── softmax_cross_entropy.pdf ├── recitation-10 ├── .gitignore ├── Pytorch GANs.ipynb ├── cifar10_wgangp.py ├── images │ ├── tensorboard1.png │ └── tensorboard2.png ├── mnist_cwgangp.py ├── mnist_gan.py ├── mnist_wgangp.py └── train_all.py ├── recitation-11 ├── Untitled.ipynb ├── __pycache__ │ ├── rbm_demo_utils.cpython-35.pyc │ └── rbm_models.cpython-35.pyc ├── data │ ├── processed │ │ └── test.pt │ └── raw │ │ ├── t10k-images-idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte │ │ └── train-labels-idx1-ubyte ├── net │ └── hopfield │ │ └── model.pytorch ├── rbm_demo_utils.py └── rbm_models.py ├── recitation-13 └── ten_armed_bandit.ipynb ├── recitation-2 ├── Tutorial-numpy.ipynb ├── Tutorial-pytorch.ipynb └── pytorch-example.py ├── recitation-3 ├── recitation3-solved.ipynb └── recitation3.ipynb ├── recitation-4 ├── Tutorial-pytorch-cnn.ipynb ├── image_folder │ ├── face1 │ │ └── image1.jpg │ └── face2 │ │ └── image2.jpg └── pytorch-mnist-cnn-example.py ├── recitation-5 ├── hamlet.txt ├── recitation5.ipynb ├── recursive1.png ├── rnn.svg └── tweets.txt ├── recitation-6 ├── output │ └── shakespeare │ │ └── checkpoint.pytorch ├── shakespeare.ipynb ├── shakespeare.py └── t8.shakespeare.txt ├── recitation-7 └── TSNE+PCA.ipynb ├── recitation-8 ├── data │ ├── 0.gif │ ├── 1.gif │ ├── 2.gif │ ├── 3.gif │ ├── 4.gif │ ├── 5.gif │ ├── 6.gif │ ├── 7.gif │ ├── 8.gif │ ├── 9.gif │ └── numbers.npy ├── number_colors.py ├── numbers_colors.ipynb └── seq2seq_translation_tutorial.ipynb ├── recitation-9 ├── autoencoder_demo_utils.py ├── data │ ├── processed │ │ ├── test.pt │ │ └── training.pt │ └── raw │ │ ├── t10k-images-idx3-ubyte │ │ ├── t10k-labels-idx1-ubyte │ │ ├── train-images-idx3-ubyte │ │ └── train-labels-idx1-ubyte ├── net │ ├── hidden_sampling_autoencoder │ │ └── model.pytorch │ ├── regular_autoencoder │ │ └── model.pytorch │ └── reparameterized_variational_autoencoder │ │ └── model.pytorch └── variational-autoencoders.ipynb ├── tensorflow └── simple_mnist.py └── visualization ├── .gitignore ├── README.md ├── pytorch_mnist_inferno_tensorboard_example.py ├── pytorch_mnist_tnt_visdom_example.py ├── tensorboard-cmd.png ├── tensorboard.png ├── visdom-cmd.png └── visdom.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cmudeeplearning11785/Spring2018-tutorials/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cmudeeplearning11785/Spring2018-tutorials/HEAD/README.md -------------------------------------------------------------------------------- /autolab/chunks.py: -------------------------------------------------------------------------------- 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