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 71 Commits
.idea		.idea
config_files		config_files
.gitignore		.gitignore
README.md		README.md
activation_layer.py		activation_layer.py
activations.py		activations.py
appendFilesToFolder.py		appendFilesToFolder.py
conv_layer.py		conv_layer.py
dates.py		dates.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
examples_my_images_files.py		examples_my_images_files.py
fc_layer.py		fc_layer.py
flatten_layer.py		flatten_layer.py
fourier.py		fourier.py
geckodriver.log		geckodriver.log
layer.py		layer.py
losses.py		losses.py
main.py		main.py
mp4.py		mp4.py
network.py		network.py
ocr.py		ocr.py
scrap_google_image.py		scrap_google_image.py
urlscraping.py		urlscraping.py
vision.py		vision.py
write_dataset.py		write_dataset.py
youtube_search_and_download.py		youtube_search_and_download.py
ytDl.py		ytDl.py