Mathematics of Neural Network

This code is part of my post on medium.

It shows how to create a neural network from scratch in Python, going all the way from the mathamatics to the code.

Run it

python example_xor.py
python example_conv.py
python example_mnist.py

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
.gitignore		.gitignore
README.md		README.md
activation_layer.py		activation_layer.py
activations.py		activations.py
conv_layer.py		conv_layer.py
example_conv.py		example_conv.py
example_mnist_conv.py		example_mnist_conv.py
example_mnist_fc.py		example_mnist_fc.py
example_xor.py		example_xor.py
fc_layer.py		fc_layer.py
flatten_layer.py		flatten_layer.py
layer.py		layer.py
losses.py		losses.py
network.py		network.py
neural_network.ipynb		neural_network.ipynb