├── .gitignore ├── 01_Tensor.ipynb ├── 02_variable_autograd.ipynb ├── 03_Linear_Regression_Model.ipynb ├── 04_NonLinear_Models_w_Activation.ipynb ├── 05_Classification_Models.ipynb ├── 06_Batch_Training.ipynb ├── 07_Optimizers.ipynb ├── 08_NN_MNIST.ipynb ├── 09_Deep_NN_MNIST_CUDA.ipynb ├── 10_CNN_MNIST_CUDA.ipynb ├── 11_CNN_CIFAR-10_CUDA.ipynb ├── 12_Dropout.ipynb ├── 13_RNN_basic.ipynb ├── 14_Char_RNN.ipynb ├── 15_Long_CHar_RNN.ipynb ├── CNN.pkl ├── DNN.pkl ├── NN.pkl ├── README.md ├── char-rnn.ipynb ├── cnn.pkl ├── data-01-test-score.csv ├── data-04-zoo.csv ├── images ├── dogs │ ├── 3b1a8d3fca2adb68a7a908b73005764a.jpg │ └── dog-650299.jpg └── onepun │ ├── 1454.jpg │ ├── 5320.jpg │ └── 5720.jpg ├── net.pkl └── nonlinear.pkl /.gitignore: -------------------------------------------------------------------------------- 1 | data/ 2 | .ipynb_checkpoints/ 3 | -------------------------------------------------------------------------------- /01_Tensor.ipynb: 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