├── .gitignore ├── 1. Perceptron.ipynb ├── 2. Linear Regression.ipynb ├── 3. Logistic Regression.ipynb ├── 4. Forward Propagation.ipynb ├── 5. Simple Network.ipynb ├── 6. Modular Network.ipynb ├── LICENSE ├── MNIST ├── t10k-images-idx3-ubyte.gz ├── t10k-labels-idx1-ubyte.gz ├── train-images-idx3-ubyte.gz └── train-labels-idx1-ubyte.gz ├── README.md ├── d4sci.mplstyle ├── data ├── Anscombe1.dat ├── D4Sci_logo_ball.png ├── D4Sci_logo_full.png └── iris.csv ├── input ├── Theta1.npy ├── Theta1_overfit.npy ├── Theta2.npy ├── Theta2_overfit.npy ├── X_test.npy ├── X_train.npy ├── y_test.npy └── y_train.npy ├── requirements.txt └── slides ├── Deep Learning From Scratch.pdf └── Linear-7614.mov /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DataForScience/DeepLearning/HEAD/.gitignore -------------------------------------------------------------------------------- /1. 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