This notebook goes through how to build a neural network using only numpy. The network classifies tumours, identifying if they are malignant or benign. This notebook uses the Breast Cancer Wisconsin dataset.
Check out the corresponding article here https://medium.com/coinmonks/neural-network-from-scratch-tumour-diagnosis-354abbcb2f3b