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 23 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