├── .gitignore ├── 01_foundations ├── Code.ipynb └── math.ipynb ├── 02_fundamentals ├── Code.ipynb ├── __pycache__ │ └── helper.cpython-36.pyc └── math.ipynb ├── 03_dlfs └── Code.ipynb ├── 04_extensions ├── Code.ipynb └── Math.ipynb ├── 05_convolutions ├── Code.ipynb ├── Math.ipynb └── Numpy_Convolution_Demos.ipynb ├── 06_rnns ├── Autograd_Simple.ipynb ├── Math.ipynb ├── RNN_DLFS.ipynb └── input.txt ├── 07_PyTorch └── Code.ipynb ├── LICENSE ├── README.md └── lincoln ├── .gitignore ├── LICENSE ├── README.md ├── lincoln.png ├── lincoln ├── activations.py ├── base.py ├── conv.py ├── dense.py ├── layers.py ├── losses.py ├── network.py ├── optimizers.py ├── pytorch │ ├── layers.py │ ├── model.py │ ├── preprocessor.py │ ├── train.py │ └── utils.py ├── reshape.py ├── train.py └── utils │ ├── mnist.py │ └── np_utils.py └── setup.py /.gitignore: -------------------------------------------------------------------------------- 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