Book details
Build a Deep Learning Library in Python
Categories Deep learning , Python
This book builds a small deep-learning library in Python and NumPy to show how such frameworks work beneath their APIs. It develops an automatic differentiation engine and layer modules, then uses them to train models including an MNIST classifier, a convolutional network, and a ResNet.