├── .gitignore ├── README.md ├── activation_layer.py ├── activations.py ├── conv_layer.py ├── example_conv.py ├── example_mnist_conv.py ├── example_mnist_fc.py ├── example_xor.py ├── fc_layer.py ├── flatten_layer.py ├── layer.py ├── losses.py └── network.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/README.md -------------------------------------------------------------------------------- /activation_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/activation_layer.py -------------------------------------------------------------------------------- /activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/activations.py -------------------------------------------------------------------------------- /conv_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/conv_layer.py -------------------------------------------------------------------------------- /example_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/example_conv.py -------------------------------------------------------------------------------- /example_mnist_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/example_mnist_conv.py -------------------------------------------------------------------------------- /example_mnist_fc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/example_mnist_fc.py -------------------------------------------------------------------------------- /example_xor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/example_xor.py -------------------------------------------------------------------------------- /fc_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/fc_layer.py -------------------------------------------------------------------------------- /flatten_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/flatten_layer.py -------------------------------------------------------------------------------- /layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/layer.py -------------------------------------------------------------------------------- /losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/losses.py -------------------------------------------------------------------------------- /network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omaraflak/Medium-Python-Neural-Network/HEAD/network.py --------------------------------------------------------------------------------